task_name,pct
act as advisers to student organizations.,0.006775156024025746
act as an advocate for farmers or farmers' groups.,0.0029967036260113876
act as an intermediary in negotiations between buyers and sellers over property prices and settlement details and during the closing of sales.,0.012638271814048026
"act as an intermediary in negotiations between buyers and sellers, generally representing one or the other.",0.011465648656043569
act as liaisons between clients and medical staff.,0.0019543719300074264
act as liaisons between on-site managers or tenants and owners.,0.005081367018019309
"act as liaisons between ships' captains and shore personnel to ensure that schedules and budgets are maintained, and that ships are operated safely and efficiently.",0.0031269950880118825
adapt instructional content or delivery methods for different levels or types of learners.,0.13393962293650896
adapt instructional techniques to the age and skill levels of students.,0.002866412164010892
adapt software and accompanying technical documents to another language and culture.,0.003908743860014853
adapt teaching methods and instructional materials to meet students' varying needs and interests.,0.09628539041836588
adapt text to accommodate musical requirements of composers and singers.,0.022019257078083672
adapt the quantity of ingredients to match the amount of items to be baked.,0.02019517661007674
"adapt translations to students' cognitive and grade levels, collaborating with educational team members as necessary.",0.02697033263410249
"address employee relations issues, such as harassment allegations, work complaints, or other employee concerns.",0.002605829240009902
"address legal issues, such as child abuse and discipline, assisting with hearings and providing testimony to inform custody arrangements.",0.003648160936013863
address public audiences to explain program objectives and to elicit support.,0.004299618246016338
"address the relationships of quantities, magnitudes, and forms through the use of numbers and symbols.",0.19634923323474615
"adjust controls of equipment to control particle beam movement, pulse rates, energy or intensity, or radiation, according to specifications.",0.004039035322015348
"adjust controls to regulate temperature, pressure, feed, or flow of liquids or gases and times of prescribed reactions, according to knowledge of equipment and processes.",0.005732824328021784
"adjust functional parts of devices or control instruments, using hand tools, levels, plumb bobs, or straightedges.",0.004560201170017329
adjust sales scripts to better target the needs and interests of specific individuals.,0.007166030410027231
"adjust, maintain, or repair laboratory equipment such as microscopes.",0.0023452463160089122
"adjust, repair, or replace malfunctioning components or assemblies, using hand tools or soldering irons.",0.002084663392007922
administer document and system access rights and revision control to ensure security of system and integrity of master documents.,0.030488202108115856
"administer highway planning, construction, or maintenance.",0.004560201170017329
administer online purchasing systems.,0.012898854738049016
administer standardized ability and achievement tests and interpret results to determine students' strengths and areas of need.,0.007166030410027231
"administer systems and programs to reduce loss, maintain inventory control, or increase safety.",0.002605829240009902
"administer treatments or therapies, such as homeopathy, hydrotherapy, oriental or ayurvedic medicine, electrotherapy and diathermy, using physical agents including air, heat, cold, water, sound, or ultraviolet light to catalyze the body to heal itself.",0.008338653568031687
"administer, dispense, or prescribe natural medicines such as food or botanical extracts, herbs, dietary supplements, vitamins, nutraceuticals, and amino acids.",0.010032442574038123
"administer, proctor, or score academic or diagnostic assessments.",0.013159437662050005
"advise animal owners regarding sanitary measures, feeding, general care, medical conditions, or treatment options.",0.01680759859806387
"advise attorneys, juries, litigants, and court personnel regarding conduct, issues, and proceedings.",0.0035178694740133683
"advise business or other groups on local, national, or international factors affecting the buying or selling of products or services.",0.015113809592057431
"advise client on interior design factors such as space planning, layout and use of furnishings or equipment, and color coordination.",0.012638271814048026
"advise clients concerning business transactions, claim liability, advisability of prosecuting or defending lawsuits, or legal rights and obligations.",0.014332060820054462
advise clients on financial and legal matters such as investments and taxes.,0.028403538716107932
advise clients on how they could be helped by counseling.,0.021628382692082188
"advise clients on market conditions, prices, mortgages, legal requirements and related matters.",0.05719795181821735
advise clients on transportation and payment methods.,0.002475537778009407
"advise clients or community groups on issues related to improving general health, such as diet or exercise.",0.0023452463160089122
"advise clients or respond to inquiries about financial matters in person or via phone, email, web site, or internet chat.",0.002475537778009407
"advise construction firms or government agencies on dam or road construction, foundation design, land use, or resource management.",0.0066448645620252504
advise corporations on issues involving corporate image projects or problems.,0.014201769358053966
advise customer about or perform maintenance of software system.,0.007687196258029211
"advise customers concerning equipment operation, maintenance, or programming.",0.0019543719300074264
advise customers of necessary actions and strategies for debt repayment.,0.009641568188036638
"advise customers on import and export restrictions, tariff systems, insurance requirements, quotas, or other customs-related matters.",0.003387578012012873
advise customers on product usage to improve production.,0.0019543719300074264
advise customers on use and care of merchandise.,0.003387578012012873
advise dealers and distributors on policies and operating procedures to ensure functional effectiveness of business.,0.002736120702010397
advise farm groups or growers on land preparation or livestock care techniques that will maximize the quantity and quality of production.,0.003648160936013863
"advise farmers and demonstrate techniques in areas such as feeding and health maintenance of livestock, growing and harvesting practices, and financial planning.",0.010553608422040103
advise farmers or growers of development programs or new equipment or techniques to aid in quality production.,0.011335357194043076
"advise food service managers and organizations on sanitation, safety procedures, menu development, budgeting, and planning to assist with the establishment, operation, and evaluation of food service facilities and nutrition programs.",0.004429909708016834
advise internal management or business partners on the implementation or operation of compliance programs.,0.004299618246016338
"advise management about issues such as resource utilization, tax strategies, and the assumptions underlying budget forecasts.",0.002736120702010397
"advise management concerning personnel, managerial, and marketing policies and practices and their potential effects on organizational effectiveness and efficiency.",0.05133483602819507
advise management on matters related to the administration of contracts or employee discipline or grievance procedures.,0.002214954854008417
"advise management on short-term and long-term financial objectives, policies, and actions.",0.003908743860014853
"advise management regarding customer satisfaction, product performance, or suggestions for product improvements.",0.007817487720029706
"advise managers and employees on state and federal employment regulations, collective agreements, benefit and compensation policies, personnel procedures and classification programs.",0.007426613334028221
"advise managers on organizational policy matters such as equal employment opportunity and sexual harassment, and recommend needed changes.",0.007947779182030202
advise or assist in obtaining patents or meeting other legal requirements.,0.014332060820054462
advise or consult with individuals and institutions regarding issues such as the historical authenticity of materials or the customs of a specific historical period.,0.011595940118044063
"advise or instruct patients regarding preventive dental care, the causes and treatment of dental problems, or oral health care services.",0.021367799768081196
"advise patients and community members concerning diet, activity, hygiene, and disease prevention.",0.002214954854008417
"advise patients and their families on nutritional principles, dietary plans and diet modifications, and food selection and preparation.",0.019674010762074763
"advise planning officials on project feasibility, cost-effectiveness, regulatory conformance, or possible alternatives.",0.008078070644030697
advise producers about improved products and techniques that could enhance their animal production efforts.,0.0046904926320178245
"advise project teams on subjects such as premarket regulatory requirements, export and labeling requirements, or clinical study compliance issues.",0.004820784094018319
"advise retail customers or internal users on the appropriateness of parts, supplies, or materials requested.",0.002866412164010892
advise students on academic and vocational curricula and career issues.,0.004039035322015348
advise students on academic and vocational curricula and on career issues.,0.02241013146408516
"advise students on academic and vocational curricula, and on career issues.",0.026058292400099024
"advise students on academic and vocational curricula, career issues, and laboratory and field research.",0.010553608422040103
"advise students on course selection, career decisions, and other academic and vocational concerns.",0.009641568188036638
"advise students on internships, prospective employers, and job placement services.",0.0031269950880118825
"advise students on issues such as course selection, progress toward graduation, and career decisions.",0.006514573100024756
"advise teaching and administrative staff in curriculum development, use of materials and equipment, and implementation of state and federal programs and procedures.",0.002475537778009407
advocate for accessible health care that minimizes environmental health risks.,0.003257286550012378
"advocate for patients' and families' needs, or provide emotional support for patients and their families.",0.004039035322015348
agree on buying or selling prices at optimal levels for clients.,0.0019543719300074264
"aid patients in performing tasks, such as bathing or keeping beds, clothing, or living areas clean.",0.002214954854008417
"align, adjust, or calibrate equipment according to specifications.",0.021107216844080207
"allocate print space for story text, photos, and illustrations according to space parameters and copy significance, using knowledge of layout principles.",0.050553087256192106
"analyze a script, noting events that affect each character's appearance, so that plans can be made for each scene.",0.00586311579002228
analyze all aspects of corporate logistics to determine the most cost-effective or efficient means of transporting products or supplies.,0.01915284491407278
"analyze and characterize user experiences and institutional settings to assist consumer product developers, technology developers, and software engineers with the design of innovative products and services.",0.01784993029406783
analyze and classify risks and investments to determine their potential impacts on companies.,0.037523941056142596
"analyze and distill climate-related research findings to inform legislators, regulatory agencies, or other stakeholders.",0.003778452398014358
analyze and evaluate patient data or test findings to diagnose nature or extent of mental disorder.,0.005732824328021784
analyze and evaluate robotic systems or prototypes.,0.004951075556018814
"analyze and evaluate security operations to identify risks or opportunities for improvement through auditing, review, or assessment.",0.13980273872653126
"analyze and implement engineering designs for producing electronic devices and systems and microprocessor-based control applications, applying principles of mathematics, digital signal processing, network analysis, and computer engineering.",0.010814191346041094
analyze and interpret data to increase the understanding of human social behavior.,0.08833761123633568
analyze and interpret news and information received from various sources to broadcast the information.,0.008208362106031193
"analyze and interpret patient, nursing, or information systems data to improve nursing services.",0.021367799768081196
"analyze and interpret patients' histories, symptoms, physical findings, or diagnostic information to develop appropriate diagnoses.",0.05042279579419161
"analyze and interpret results from tests such as microbial or parasite tests, urine analyses, hormonal assays, fine needle aspirations (fnas), and polymerase chain reactions (pcrs).",0.02553712655209704
analyze and interpret statistical data to identify significant differences in relationships among sources of information.,0.002084663392007922
analyze and modify compensation and benefits policies to establish competitive programs and ensure compliance with legal requirements.,0.00690544748602624
"analyze and recommend chemical, biological, or other wastewater treatment methods to prepare water for industrial or domestic use.",0.006253990176023765
analyze and record personnel or operational data and write related activity reports.,0.003908743860014853
"analyze and record test data to issue reports that use charts, graphs, or narratives.",0.06814243462625894
analyze and report computer network security breaches or attempted breaches.,0.045862594624174274
"analyze applicants' financial status, credit, and property evaluations to determine feasibility of granting loans.",0.0019543719300074264
analyze available data and consult with other scientists to determine parameters of experimentation and suitability of analytical models.,0.031009367956117837
"analyze building codes, by-laws, space and site requirements, and other technical documents and reports to determine their effect on architectural designs.",0.006514573100024756
"analyze business operations, trends, costs, revenues, financial commitments, and obligations to project future revenues and expenses or to provide advice.",0.16560044820262929
analyze changes designed to improve the environmental performance of complex systems to avoid unintended negative consequences.,0.019934593686075752
analyze characteristics of animals to identify and classify them.,0.039608604448150515
analyze clinical data using appropriate statistical tools.,0.011595940118044063
"analyze clinical or survey data using statistical approaches such as longitudinal analysis, mixed effect modeling, logistic regression analyses, and model building techniques.",0.004429909708016834
"analyze compensation policies, government regulations, and prevailing wage rates to develop competitive compensation plan.",0.011856523042045054
"analyze competitive market strategies through analysis of related product, market, or share trends.",0.04091151906815546
analyze completed police reports to determine what additional information and investigative work is needed.,0.010293025498039114
"analyze complex systems to determine potential for further development, production, interoperability, compatibility, or usefulness in a particular area, such as aviation.",0.03126995088011882
"analyze computer and information technologies to determine applicability to nursing practice, education, administration and research.",0.008859819416033667
"analyze corporate intelligence data to identify trends, patterns, or warnings indicating threats to security of people, assets, information, or infrastructure.",0.03400607158212922
analyze credit data and financial statements to determine the degree of risk involved in extending credit or lending money.,0.01120506573204258
analyze customer bills and utility rate structures to select optimal rate structures for customers.,0.002084663392007922
"analyze data from surveys, old records, or case studies, using statistical software.",0.02983674479811338
"analyze data such as interview notes, test results, and reference manuals to identify symptoms and to diagnose the nature of clients' problems.",0.03153053380411982
analyze data to assess distance learning program status or to inform decisions for distance learning programs.,0.029054996026110412
analyze data to determine answers to questions from customers or members of the public.,0.02736120702010397
analyze data to determine feasibility of product proposals.,0.004560201170017329
analyze data to determine the effectiveness of specific treatments or therapy approaches.,0.005472241404020794
analyze data to determine the effectiveness of treatments or therapy approaches.,0.004429909708016834
"analyze data to determine validity, quality, and scientific significance and to interpret correlations between human activities and environmental effects.",0.003648160936013863
"analyze data, using statistical methods and applications, to evaluate the outcomes and effectiveness of workplace programs.",0.0023452463160089122
analyze details of sales territories to assess their growth potential and to set quotas.,0.0029967036260113876
"analyze determinants responsible for specific inherited traits, and devise methods for altering traits or producing new traits.",0.005732824328021784
analyze developments in specific field to determine need for revisions in previously published materials and development of new material.,0.12325572305246837
"analyze electronics system requirements, capacity, cost, or customer needs to determine project feasibility.",0.02058605099607823
analyze employment-related data and prepare required reports.,0.004299618246016338
"analyze energy requirements and distribution systems to maximize the use of intermittent or inflexible renewable energy sources, such as wind or nuclear.",0.006253990176023765
"analyze engineering designs of logic or digital circuitry, motor controls, instrumentation, or data acquisition for implementation into new or existing automated, servomechanical, or other electromechanical systems.",0.004169326784015844
analyze equipment performance records to assess equipment functioning.,0.005732824328021784
analyze equipment performance records to determine the need for repair or replacement.,0.0035178694740133683
analyze existing development or manufacturing procedures and suggest improvements.,0.010944482808041589
"analyze expenditures and other financial information to develop plans, policies, or budgets for increasing profits or improving services.",0.02501596070409506
analyze experimental data and interpret results to write reports and summaries of findings.,0.12156193404646194
"analyze factors such as weather reports, fuel requirements, or maps to determine air routes.",0.002214954854008417
analyze financial activities of establishments or departments and provide input into budget planning and preparation processes.,0.02697033263410249
"analyze financial data such as income growth, quality of management, and market share to determine expected profitability of loans.",0.004951075556018814
"analyze financial data to detect irregularities in areas such as billing trends, financial relationships, and regulatory compliance procedures.",0.012638271814048026
analyze financial information obtained from clients to determine strategies for meeting clients' financial objectives.,0.0878164453883337
analyze financial or operational performance of companies facing financial difficulties to identify or recommend remedies.,0.06188844445023518
"analyze geographic distributions of physical and cultural phenomena on local, regional, continental, or global scales.",0.002736120702010397
"analyze geographic information systems (gis) data to identify spatial relationships or display results of analyses, using maps, graphs, or tabular data.",0.002475537778009407
analyze green product marketing or sales trends to forecast future conditions.,0.002475537778009407
analyze information from traffic counting programs.,0.0023452463160089122
analyze information gathered by investigation and report findings and recommendations.,0.016286432750061888
analyze information obtained from management to conceptualize and define operational problems.,0.07009680655626636
"analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling and information engineering.",0.06345194199424112
"analyze information to determine, recommend, and plan computer specifications and layouts, and peripheral equipment modifications.",0.09693684772836836
"analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.",0.05341949942020299
"analyze information to determine, recommend, and plan layout, including type of computers and peripheral equipment modifications.",0.426574246589621
"analyze job requirements and content to establish criteria for classification, selection, training, and other related personnel functions.",0.0046904926320178245
analyze laboratory findings to check the accuracy of the results.,0.025406835090096544
"analyze large molecular datasets such as raw microarray data, genomic sequence data, and proteomics data for clinical or basic research purposes.",0.04833813240218368
"analyze logistics data, using methods such as data mining, data modeling, or cost or benefit analysis.",0.010293025498039114
analyze market conditions to determine optimum times to execute securities transactions.,0.058891740824223784
analyze member participation or changes in congregational emphasis to determine needs for religious education.,0.0029967036260113876
"analyze menus or recipes, standardize recipes, or test new products.",0.005993407252022775
analyze monthly department budgeting and accounting reports to maintain expenditure controls.,0.002214954854008417
"analyze network data to determine network usage, disk space availability, or server function.",0.021758674154082683
analyze new legislation to determine impact on risk exposure.,0.003778452398014358
analyze new medical procedures to forecast likely outcomes.,0.0019543719300074264
"analyze operation of wind farms or wind farm components to determine reliability, performance, and compliance with specifications.",0.002866412164010892
"analyze operations to evaluate performance of a company or its staff in meeting objectives or to determine areas of potential cost reduction, program improvement, or policy change.",0.24116949616291647
analyze or evaluate dental needs to determine changes or trends in patterns of dental disease.,0.003908743860014853
"analyze or interpret logistics data involving customer service, forecasting, procurement, manufacturing, inventory, transportation, or warehousing.",0.02449479485609308
"analyze or manipulate bioinformatics data using software packages, statistical applications, or data mining techniques.",0.005993407252022775
analyze or synthesize client data to draw conclusions or make recommendations for therapy.,0.02058605099607823
"analyze organic or inorganic compounds to determine chemical or physical properties, composition, structure, relationships, or reactions, using chromatography, spectroscopy, or spectrophotometry techniques.",0.2211046110148402
"analyze organizational, occupational, and industrial data to facilitate organizational functions and provide technical information to business, industry, and government.",0.3454026657633125
"analyze originals to evaluate color density, gradation highlights, middle tones, and shadows, using densitometers and knowledge of light and color.",0.00586311579002228
"analyze patient's medical history, medication allergies, physical condition, and examination results to verify operation's necessity and to determine best procedure.",0.006775156024025746
analyze patrons' hair and other physical features to determine and recommend beauty treatment or suggest hair styles.,0.009771859650037133
analyze patrons' requests to determine needed information and assist in furnishing or locating that information.,0.037914815442144076
"analyze performance data to determine effectiveness of instructional systems, courses, or instructional materials.",0.05081367018019309
analyze physical findings and medical histories to make diagnoses according to oriental medicine traditions.,0.005081367018019309
analyze potential loan markets and develop referral networks to locate prospects for loans.,0.007035738948026737
analyze potential loan markets to find opportunities to promote loans and financial services.,0.003778452398014358
analyze prescribing trends to monitor patient compliance and to prevent excessive usage or harmful interactions.,0.0029967036260113876
"analyze price proposals, financial reports, and other data and information to determine reasonable prices.",0.023322171698088624
analyze problems and take appropriate action to ensure continuous and reliable operation of equipment and systems.,0.002475537778009407
analyze problems to develop solutions involving computer hardware and software.,0.07322380164427825
analyze product complaints and make recommendations regarding their reportability.,0.0046904926320178245
analyze quality control test results and provide feedback and interpretation to production management or staff.,0.002866412164010892
"analyze recipes to assign prices to menu items, based on food, labor, and overhead costs.",0.002475537778009407
"analyze records, reports, test results, or examination information to diagnose medical condition of patient.",0.027491498482104467
"analyze regional energy markets, including energy pricing, market structures, energy generation competition, and energy transmission constraints.",0.008859819416033667
"analyze research data to determine its significance, using computers.",0.03947831298615002
analyze results of investigations to determine measures needed to maintain or restore proper soil management.,0.0023452463160089122
analyze statistical data and product specifications to determine standards and establish quality and reliability objectives of finished product.,0.0029967036260113876
analyze statistical data and reports to identify and determine causes of personnel problems and develop recommendations for improvement of organization's personnel policies and practices.,0.015374392516058422
"analyze statistical information to estimate mortality, accident, sickness, disability, and retirement rates.",0.0029967036260113876
analyze survey objectives and specifications to prepare survey proposals or to direct others in survey proposal preparation.,0.016937890060064364
"analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.",0.002866412164010892
analyze system performance or operational requirements.,0.36051647535536996
analyze target companies or investment opportunities to inform investment decisions.,0.052507459186199534
"analyze technical feasibility of energy saving measures using knowledge of engineering, energy production, energy use, construction, maintenance, system operation, or process systems.",0.009120402340034658
"analyze technical implications of architect's design concept, calculating weights, volumes, and stress factors.",0.002605829240009902
analyze technology trends to identify markets for future product development or to improve sales of existing products.,0.004039035322015348
"analyze test data for automotive systems, subsystems, or component parts.",0.003387578012012873
"analyze test data to diagnose malfunctions, to determine performance characteristics of systems, or to evaluate effects of system modifications.",0.005732824328021784
"analyze test data, making computations as necessary, to determine test results.",0.146838477674558
"analyze test readings, computer printouts, and trouble reports to determine equipment repair needs and required repair methods.",0.002084663392007922
analyze test results and develop a treatment plan.,0.008729527954033171
"analyze test results, machine error messages, or information obtained from operators to diagnose equipment problems.",0.011335357194043076
analyze the effectiveness of marketing tactics or channels.,0.028533830178108427
"analyze the efficiency of water delivery structures, such as dams, tainter gates, canals, pipes, penstocks, or cofferdams.",0.004039035322015348
"analyze the financial details of past, present, and expected operations to identify development opportunities and areas where improvement is needed.",0.01576526690205991
"analyze the financial impact of proposed logistics changes, such as routing, shipping modes, product volumes or mixes, or carriers.",0.004169326784015844
"analyze the indications, contraindications, risk complications, and cost-benefit tradeoffs of therapeutic interventions.",0.003257286550012378
"analyze the layout, instrumentation, or function of electrical generation or transmission facilities.",0.029445870412111892
"analyze the probable outcomes of cases, using knowledge of legal precedents.",0.02762178994410496
"analyze training needs to design employee development, language training and health and safety programs.",0.00612369871402327
analyze training needs to develop new training programs or modify and improve existing programs.,0.010814191346041094
"analyze trends in sales prices, construction costs, and rents, to assess property values or determine the accuracy of assessments.",0.01758934737006684
analyze user needs and recommend appropriate hardware.,0.004560201170017329
analyze user needs and software requirements to determine feasibility of design within time and cost constraints.,0.3014944430691457
"analyze worker or production problems and recommend solutions, such as improving production methods or implementing motivational plans.",0.0023452463160089122
analyze x-rays to locate the sources of patients' difficulties and to rule out fractures or diseases as sources of problems.,0.0019543719300074264
"analyze, estimate, or report production costs.",0.0023452463160089122
"analyze, interpret, or create graphical representations of energy data, using engineering software.",0.10227879767038867
"analyze, interpret, or disseminate system performance data.",0.11817435603444908
answer applicants' questions about benefits and claim procedures.,0.01172623158004456
answer clients' questions about the purposes and details of financial plans and strategies.,0.06514573100024755
"answer clients' questions regarding construction work, financing, maintenance, repairs, and appraisals.",0.008078070644030697
"answer customer inquiries or explain cost, availability, policies, and procedures of facilities.",0.030357910646115358
answer customers' questions about merchandise and advise customers on merchandise selection.,0.007296321872027726
"answer customers' questions about products, prices, availability, or credit terms.",0.04977133848418913
"answer customers' questions about products, prices, availability, product uses, and credit terms.",0.05133483602819507
"answer customers' questions, and explain available services such as deposit accounts, bonds, and securities.",0.004429909708016834
"answer customers' questions, and provide information on procedures or policies.",0.15752237755859858
"answer inquiries from current or prospective customers regarding methods, materials, or price ranges.",0.016547015674062877
"answer inquiries from the general public regarding judicial procedures, court appearances, trial dates, adjournments, outstanding warrants, summonses, subpoenas, witness fees, or payment of fines.",0.014071477896053473
"answer inquiries pertaining to hotel policies and services, and resolve occupants' complaints.",0.0029967036260113876
"answer inquiries pertaining to hotel services, guest registration, and travel directions, or make recommendations regarding shopping, dining, or entertainment.",0.010944482808041589
"answer inquiries regarding information such as schedules, accommodations, procedures, and policies.",0.043777931232166355
answer inquiries regarding shipping or mailing policies.,0.002084663392007922
"answer passengers' questions about flights, aircraft, weather, travel routes and services, arrival times, or schedules.",0.003648160936013863
answer questions about product features and benefits.,0.01250798035204753
answer questions about records or files.,0.023061588774087635
answer questions and provide future tax planning to clients.,0.002605829240009902
"answer questions from passengers concerning train rules, stations, and timetable information.",0.007035738948026737
answer questions from taxpayers and assist them in completing tax forms.,0.003387578012012873
answer questions from the public and media.,0.010293025498039114
"answer questions or provide advice to the public regarding licensing policies, procedures, or regulations.",0.00612369871402327
"answer questions regarding examinations, eligibility, salaries, benefits, and other pertinent information.",0.014201769358053966
"answer questions regarding mail regulations and procedures, postage rates, and post office boxes.",0.003257286550012378
answer questions regarding the store and its merchandise.,0.008859819416033667
"answer simple questions about clients' businesses, using reference files.",0.002866412164010892
answer user inquiries regarding computer software or hardware operation to resolve problems.,0.009120402340034658
"apply analytic methods or tools to understand, predict, or control logistics operations or processes.",0.004820784094018319
"apply clean dressings, slings, stockings, or support bandages, under direction of nurse or physician.",0.003908743860014853
apply customer feedback to service improvement efforts.,0.002084663392007922
"apply elements of music theory to create musical and tonal structures, including harmonies and melodies.",0.005341949942020299
apply finger and hand pressure to specific points of the body.,0.003778452398014358
"apply glazes, icings, or other toppings to baked goods, using spatulas or brushes.",0.002084663392007922
apply logistics modeling techniques to address issues such as operational process improvement or facility design or layout.,0.004299618246016338
"apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.",0.07661137965629113
"apply modeling or quantitative analysis to forecast events, such as human decisions or behaviors, the structure or processes of organizations, or the attitudes or actions of human groups.",0.013680603510051985
"apply nanotechnology to improve the performance or reduce the environmental impact of energy products, such as fuel cells or solar cells.",0.002214954854008417
"apply relevant laws, regulations, policies, or precedents to reach conclusions.",0.021107216844080207
apply selected research findings to practice.,0.006253990176023765
"apply statistical methods and perform mathematical calculations to determine manufacturing processes, staff requirements, and production standards.",0.002084663392007922
"apply story development, directing, cinematography, and editing to animation to create storyboards that show the flow of the animation and map out key scenes and characters.",0.003908743860014853
"appraise property values, assessing income potential when relevant.",0.002475537778009407
"approve, prepare, monitor, and adjust operational budgets.",0.003257286550012378
"arrange and mount typeset material and illustrations into paste-ups for printing reproduction, based on artists' or editors' layouts.",0.002084663392007922
"arrange conference, meeting, or travel reservations for office personnel.",0.003648160936013863
"arrange financing of deals from sources such as financial institutions, agencies, or public or private companies.",0.004951075556018814
arrange for advertising or posting of job vacancies and notify eligible workers of position availability.,0.023843337546090606
"arrange for debt repayment or establish repayment schedules, based on customers' financial situations.",0.003257286550012378
arrange for financing of property purchases.,0.002866412164010892
"arrange for special transport of sensitive cargoes, such as livestock, food, or medical supplies.",0.004039035322015348
"arrange music composed by others, changing the music to achieve desired effects.",0.008990110878034162
"arrange or store materials, machines, tools, or equipment.",0.0046904926320178245
"ask questions in accordance with instructions to obtain various specified information, such as person's name, address, age, religious preference, or state of residency.",0.01758934737006684
ask questions that will help clients identify their feelings and behaviors.,0.007035738948026737
"assemble and communicate with a strong, diverse coalition of organizations or public figures, securing their cooperation, support and action, to further campaign goals.",0.002084663392007922
"assemble and compile documents for loan closings, such as title abstracts, insurance forms, loan forms, and tax receipts.",0.016547015674062877
assemble sets of assumptions and explore the consequences of each set.,0.002214954854008417
"assemble, maintain, or distribute information for library or record systems.",0.004299618246016338
"assemble, test, or maintain circuitry or electronic components, according to engineering instructions, technical manuals, or knowledge of electronics, using hand or power tools.",0.005732824328021784
"assess clients' overall financial situation by reviewing income, assets, debts, expenses, credit reports, or other financial information.",0.002736120702010397
"assess cost effectiveness of products, projects or services, tracking actual costs relative to bids as the project develops.",0.002866412164010892
"assess current or future customer needs and priorities through communicating directly with customers, conducting surveys, or other methods.",0.00638428163802426
"assess electrical components for consumer electronics applications, such as fuel cells for consumer electronic devices, power saving devices for computers or televisions, or energy efficient power chargers.",0.005472241404020794
assess employee performance and suggest ways to improve work.,0.002605829240009902
"assess nutritional needs, diet restrictions and current health plans to develop and implement dietary-care plans and provide nutritional counseling.",0.014071477896053473
"assess or propose sustainability initiatives, considering factors such as cost effectiveness, technical feasibility, and acceptance.",0.0023452463160089122
assess patients for risk of suicide attempts.,0.003778452398014358
"assess performance following athletic competition, identifying strengths and weaknesses and making adjustments to improve future performance.",0.002866412164010892
"assess project feasibility by analyzing technology, resource needs, and market demand.",0.0023452463160089122
assess risks to mitigate potential consequences of incidents and develop a plan to respond to incidents.,0.06775156024025746
"assess the identity, strength, or purity of medications.",0.020325468072077236
assess the nature and level of threats so that the scope of the problem can be determined.,0.04065093614415447
assess the usefulness of pre-developed application packages and adapt them to a user environment.,0.05771911766621934
"assess training needs through surveys, interviews with employees, focus groups, or consultation with managers, instructors, or customer representatives.",0.004169326784015844
assist customers by providing information and resolving their complaints.,0.004951075556018814
assist engineers and scientists in conducting applied research in electrical engineering.,0.002605829240009902
"assist engineers in the design, configuration, or application of robotic systems.",0.004951075556018814
"assist engineers to design or develop electrochemical devices, such as solid oxide membranes or other products for sustainable applications.",0.0035178694740133683
assist faculty members or staff with student conferences.,0.012898854738049016
assist in laying out material for publication.,0.01198681450404555
assist in locating housing for displaced individuals.,0.003908743860014853
assist in selection of financial award candidates using electronic databases to certify loan eligibility.,0.010423316960039609
assist in setting up or optimizing analytics tools for tracking visitors' behaviors.,0.0019543719300074264
"assist in the assessment, acquisition, or deployment of new electronic document management systems.",0.011595940118044063
"assist nanoscientists, engineers, or technologists in writing process specifications or documentation.",0.002605829240009902
assist patients in organizing their health care system activities.,0.0029967036260113876
assist scientists or engineers in the conduct of photonic experiments.,0.004169326784015844
assist students who need extra help with their coursework outside of class.,0.16625190551263178
attend or view productions to maintain knowledge of available actors.,0.002475537778009407
"attend sales or trade meetings or read related publications to obtain information about market conditions, business trends, environmental regulations, or industry developments.",0.012117105966046045
"attend to the needs of the bereaved, such as by offering comfort, counseling, or after care programs.",0.006514573100024756
authenticate and appraise historical documents and archival materials.,0.003908743860014853
"author or publish professional articles, internal documents, and instructional materials.",0.010293025498039114
authorize payment of invoices or return of merchandise.,0.0023452463160089122
back up files from web sites to local directories for instant recovery in case of problems.,0.002475537778009407
back up network data.,0.007426613334028221
"bake, roast, broil, and steam meats, fish, vegetables, and other foods.",0.030357910646115358
"become familiar with digging plans, machine capabilities and limitations, and with efficient and safe digging procedures in a given application.",0.003908743860014853
"break systems into their component parts, assign numerical values to each component, and examine the mathematical relationships between them.",0.32937681593725165
build and update digital databases.,0.003387578012012873
"build, calibrate, maintain, troubleshoot, or repair electrical instruments or testing equipment.",0.010944482808041589
buy merchandise or commodities for resale to wholesale or retail consumers.,0.002475537778009407
"buy or sell stocks, bonds, commodity futures, foreign currencies, or other securities on behalf of investment dealers.",0.002084663392007922
calculate amount of debt and funds available to plan methods of payoff and to estimate time for debt liquidation.,0.023843337546090606
"calculate amounts of required materials and estimate costs, based on surface measurements or work orders.",0.006775156024025746
"calculate and quote rates for tours, stocks, insurance policies, or other products or services.",0.011074774270042085
"calculate costs of materials, overhead, and other expenses, based on estimates, quotations and price lists.",0.01224739742804654
calculate costs or savings for water- or energy-efficient appliances or systems.,0.003908743860014853
"calculate dimensions or tolerances, using instruments such as micrometers or vernier calipers.",0.049119881174186655
"calculate dimensions, square footage, profile and component specifications, and material quantities using calculator or computer.",0.002736120702010397
"calculate figures, such as required amounts of labor or materials, manufacturing costs, or wages, using pricing schedules, adding machines, calculators, or computers.",0.037914815442144076
calculate load estimates or equipment requirements to determine required control settings.,0.0029967036260113876
calculate material requirements or yields according to formulas.,0.002475537778009407
"calculate orbits and determine sizes, shapes, brightness, and motions of different celestial bodies.",0.016416724212062386
calculate potential energy savings by comparing estimated energy consumption of proposed design to baseline standards.,0.005732824328021784
"calculate potential solar resources or solar array production for a particular site considering issues such as climate, shading, and roof orientation.",0.002214954854008417
"calculate premiums, refunds, commissions, adjustments, and new reserve requirements, using insurance rate standards.",0.003648160936013863
"calculate purchase subtotals, taxes, and shipping costs for submission to customers.",0.002866412164010892
calculate required capacities for equipment of proposed system to obtain specified performance and submit data to engineering personnel for approval.,0.0031269950880118825
"calculate test result values, using standard formulas.",0.014983518130056939
"calculate, prepare, and issue bills, invoices, account statements, and other financial statements according to established procedures.",0.007947779182030202
"calculate, review, and correct errors on interest, principal, payment, and closing costs, using computers or calculators.",0.010162734036038618
"calibrate and align components, using scales, gauges, and other measuring instruments.",0.002866412164010892
"calibrate and test equipment, and locate circuit and component faults, using hand and power tools and measuring and testing instruments such as resistance meters and oscilloscopes.",0.0031269950880118825
"calibrate and verify accuracy of light meters, shutter diaphragm operation, or lens carriers, using timing instruments.",0.003648160936013863
calibrate data collection equipment.,0.009120402340034658
"calibrate or adjust equipment to ensure quality production, using tools such as calipers, micrometers, height gauges, protractors, or ring gauges.",0.007687196258029211
calibrate testing instruments and installed or repaired equipment to prescribed specifications.,0.021107216844080207
calibrate testing instruments.,0.008729527954033171
"calibrate, troubleshoot, or repair equipment and correct malfunctions as needed.",0.004820784094018319
"call on policyholders to deliver and explain policy, to analyze insurance program and suggest additions or changes, or to change beneficiaries.",0.002736120702010397
"care for children or elderly persons by overseeing their activities, providing companionship, and assisting them with dressing, bathing, eating, and other needs.",0.010162734036038618
change dressings on wounds.,0.003648160936013863
change dressings.,0.0023452463160089122
"change processes such as drying, grading, storing, or shipping to improve efficiency or profitability.",0.0035178694740133683
check adhesives to ensure that they will work and will remain durable.,0.003257286550012378
"check air pressure in vehicle tires; and levels of fuel, motor oil, transmission, radiator, battery, and other fluids; and add air, oil, water, or other fluids, as required.",0.0023452463160089122
check and analyze operating system or application logfiles regularly to verify proper system performance.,0.01172623158004456
check and approve the quality of diagnostic images before patients are discharged.,0.0023452463160089122
"check completed work for spelling, grammar, punctuation, and format.",0.08312595275631589
"check computations of interest accrued, premiums due, and settlement surrender on loan values.",0.003908743860014853
"check construction plans, design calculations, or cost estimations to ensure completeness, accuracy, or conformity to engineering standards or practices.",0.00560253286602129
"check data input or verify totals on forms prepared by others to detect errors in arithmetic, data entry, or procedures.",0.007426613334028221
"check electrical installation for proper wiring, polarity, grounding, or integrity of terminations.",0.011074774270042085
check identification of customers to verify age requirements for purchase of alcohol.,0.002736120702010397
check import or export documentation to determine cargo contents and use tariff coding system to classify goods according to fee or tariff group.,0.005341949942020299
"check original texts or confer with authors to ensure that translations retain the content, meaning, and feeling of the original material.",0.06840301755025993
"check raw ingredients for maturity or stability for processing and finished products for safety, quality, and nutritional value.",0.00586311579002228
"check reference materials, such as books, news files, or public records, to obtain relevant facts.",0.008990110878034162
check specifications of materials loaded or unloaded against information contained in work orders.,0.013159437662050005
check the air quality of ventilation systems and make adjustments to ensure compliance with mandated safety codes.,0.002084663392007922
check the quality of raw or cooked food products to ensure that standards are met.,0.0035178694740133683
check translations of technical terms and terminology to ensure that they are accurate and remain consistent throughout translation revisions.,0.020976925382079712
check with employers or other references to verify answers and obtain further information.,0.005211658480019804
"choose subject matter and suitable form to express personal feelings and experiences or ideas, or to narrate stories or events.",0.02957616187411239
classify and catalog items according to content and purpose.,0.03517869474013368
"classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.",0.04599288608617477
clean and disinfect domestic basements and other areas flooded by sewer stoppages.,0.002605829240009902
"clean and sterilize scissors, combs, clippers, and other instruments.",0.0023452463160089122
"clean objects, such as paper, textiles, wood, metal, glass, rock, pottery, and furniture, using cleansers, solvents, soap solutions, and polishes.",0.0031269950880118825
"clean, cut, and cook meat, fish, or poultry.",0.004429909708016834
coach client representatives in effective communication with the public or with employees.,0.026188583862099518
coach senior executives and managers on leadership and performance.,0.016416724212062386
"code, classify, and catalog books, publications, films, audio-visual aids, and other library materials based on subject matter or standard library classification systems.",0.004951075556018814
"code, evaluate, or interpret collected study data.",0.029967036260113877
collaborate with artists to achieve appropriate visual style.,0.01172623158004456
collaborate with colleagues and community agencies to address teaching and research issues.,0.002214954854008417
collaborate with colleagues to address teaching and research issues.,0.012377688890047036
"collaborate with colleagues to exchange information, such as selling strategies or marketing information.",0.004820784094018319
collaborate with computer manufacturers and other users to develop new programming methods.,0.002736120702010397
collaborate with engineers or software developers to select appropriate design solutions or ensure the compatibility of system components.,0.018240804680069316
collaborate with field staff or customers to evaluate or diagnose problems and recommend possible solutions.,0.007947779182030202
"collaborate with general dentists, specialists, and other health professionals to develop solutions to dental and oral health concerns.",0.002736120702010397
"collaborate with graphic artists, editors and writers to produce master copies according to design specifications.",0.017459055908066342
"collaborate with investigators to prepare presentations or reports of clinical study procedures, results, and conclusions.",0.005732824328021784
collaborate with management or users to develop e-commerce strategies and to integrate these strategies with web sites.,0.053158916496202004
"collaborate with members of multidisciplinary health care teams to plan, manage, or assess patient treatments.",0.002084663392007922
collaborate with other astronomers to carry out research projects.,0.002866412164010892
"collaborate with other departments to integrate logistics with business systems or processes, such as customer sales, order management, accounting, or shipping.",0.0019543719300074264
collaborate with other health care professionals to develop and revise treatment plans based on identified needs and assessment data.,0.003648160936013863
"collaborate with other managers or staff members to formulate and implement policies, procedures, goals, or objectives.",0.019934593686075752
collaborate with other marketing staff to integrate and complement marketing strategies across multiple sales channels.,0.007296321872027726
collaborate with other ministry members to establish goals and objectives for religious education programs or to develop ways to encourage program participation.,0.002866412164010892
"collaborate with other personnel to plan and develop recipes or menus, taking into account such factors as seasonal availability of ingredients or the likely number of customers.",0.003387578012012873
"collaborate with other professionals to develop sustainable transportation strategies at the local, regional, or national levels.",0.0019543719300074264
"collaborate with other researchers in the planning, implementation, and evaluation of surveys.",0.002475537778009407
collaborate with other staff members to perform clinical assessments or develop treatment plans.,0.002084663392007922
"collaborate with other staff to assist in the development and implementation of goals, objectives, policies, or priorities.",0.007817487720029706
"collaborate with other teachers and administrators in the development, evaluation, and revision of kindergarten programs.",0.0019543719300074264
"collaborate with other teachers and administrators in the development, evaluation, and revision of preschool programs.",0.007817487720029706
collaborate with other writers on specific projects.,0.0046904926320178245
collaborate with others in the organization to ensure successful implementation of chosen problem solutions.,0.010553608422040103
collaborate with others to design or implement interdisciplinary treatment programs.,0.0029967036260113876
collaborate with producers to diagnose and prevent management and production problems.,0.0029967036260113876
collaborate with research workers in other disciplines.,0.005993407252022775
"collaborate with sales teams to understand customer requirements, to promote the sale of company products, and to provide sales support.",0.003778452398014358
collaborate with search engine shopping specialists to place marketing content in desired online locations.,0.00638428163802426
collaborate with senior managers and decision makers to identify and solve a variety of problems and to clarify management objectives.,0.03166082526612031
collaborate with software developers in the development and modification of commercial bioinformatics software.,0.003387578012012873
"collaborate with staff members to plan or develop programs of events, schedules of activities, or menus.",0.003387578012012873
"collaborate with students, parents, teachers, school administrators, or counselors to determine student needs, develop tutoring plans, or assess student progress.",0.011074774270042085
"collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements.",0.18801057966671444
"collaborate with web, multimedia, or art design staffs to create multimedia web sites or other internet content that conforms to brand and company visual format.",0.023322171698088624
"collaborate with writers who create ideas, stories, or captions that are combined with artists' work.",0.003778452398014358
"collect and analyze data on customer demographics, preferences, needs, and buying habits to identify potential markets and factors affecting product demand.",0.066578937082253
"collect and analyze data to detect deficient controls, duplicated effort, extravagance, fraud, or non-compliance with laws, regulations, and management policies.",0.006775156024025746
"collect and analyze data to evaluate the effectiveness of academic programs and other services, such as behavioral management systems.",0.0186316790660708
"collect and analyze data, such as studying old records, tallying the number of outpatients entering each day or week, or participating in federal, state, or local population surveys as a census enumerator.",0.0023452463160089122
"collect and analyze security data to determine security needs, security program goals, or program accomplishments.",0.015244101054057928
"collect and analyze survey data, regulatory information, and data on demographic and employment trends to forecast enrollment patterns and curriculum change needs.",0.010683899884040598
"collect and analyze survey data, regulatory information, and demographic and employment trends to forecast enrollment patterns and the need for curriculum changes.",0.009511276726036143
"collect and analyze web metrics, such as visits, time on site, page views per visit, transaction volume and revenue, traffic mix, click-through rates, conversion rates, cost per acquisition, or cost per click.",0.007817487720029706
"collect and deposit money into accounts, disburse funds from cash accounts to pay bills or invoices, keep records of collections and disbursements, and ensure accounts are balanced.",0.003257286550012378
"collect and organize books, pamphlets, manuscripts, and other materials in specific fields, such as rare books, genealogy, or music.",0.002736120702010397
"collect and report data on topics such as patient encounters and inter-institutional problems, making recommendations for change when appropriate.",0.00638428163802426
collect and test samples of cleaning solutions or vapors.,0.002475537778009407
"collect business intelligence data from available industry reports, public information, field reports, or purchased sources.",0.04065093614415447
"collect data about existing client hardware, software, networking, or key business processes to inform implementation of radio frequency identification device (rfid) technology.",0.005472241404020794
"collect data about the attitudes, values, and behaviors of people in groups, using observation, interviews, and review of documents.",0.01120506573204258
"collect data relating to commercial or residential development, population, or power system interconnection to determine operating efficiency of electrical systems.",0.011335357194043076
collect detailed information on individuals for use in biographies.,0.007426613334028221
"collect fees, commissions, or other payments, according to contract terms.",0.004169326784015844
"collect information about clients through interviews, observation, or tests.",0.01276856327604852
"collect information about clients, using techniques such as testing, interviewing, discussion, and observation.",0.00690544748602624
"collect information about individuals or clients, using interviews, case histories, observational techniques, and other assessment methods.",0.0046904926320178245
"collect information and make judgments through observation, interviews, and review of documents.",0.00586311579002228
"collect samples of materials or products, checking them to ensure conformance to specifications or sending them to laboratories for analysis.",0.00560253286602129
"collect, analyze, and interpret data such as election results and public opinion surveys, reporting on findings, recommendations, and conclusions.",0.014592643744055452
"collect, count, and disburse money, do basic bookkeeping, and complete banking transactions.",0.002084663392007922
"collect, synthesize, analyze, manage, and report environmental data, such as pollution emission measurements, atmospheric monitoring measurements, meteorological or mineralogical information, or soil or water samples.",0.004951075556018814
combine secondary data sources with keyword research to more accurately profile and satisfy user intent.,0.0031269950880118825
comfort and reassure patients.,0.003778452398014358
"communicate behavioral observations and student progress reports to students, parents, teachers, or administrators.",0.02449479485609308
"communicate client assessment findings and recommendations in oral, written, audio, video, or other forms.",0.0478169665541817
"communicate examination results or diagnostic information to referring physicians, patients, or families.",0.021107216844080207
"communicate freight transportation information to customers or suppliers, using transportation management, electronic logistics marketplace, or electronic freight information systems, to improve efficiency, speed, or quality of transportation services.",0.005211658480019804
"communicate manufacturing capabilities, production schedules, or other information to facilitate production processes.",0.004951075556018814
communicate pathologic findings to surgeons or other physicians.,0.002866412164010892
"communicate research findings on various types of diseases to health practitioners, policy makers, and the public.",0.006253990176023765
"communicate research or project results to other professionals or the public or teach related courses, seminars, or workshops.",0.10253938059438966
"communicate research results through conference presentations, scientific publications, or project reports.",0.00690544748602624
"communicate scientific or technical information to the public, organizations, or internal audiences through oral briefings, written documents, workshops, conferences, training sessions, or public hearings.",0.01941342783807377
"communicate security status, updates, and actual or potential problems, using established protocols.",0.029706453336112885
"communicate students' progress to students, parents or teachers in written progress reports, in person, by phone, or by email.",0.03556956912613517
"communicate test results or technical information to patients, physicians, family members, or researchers.",0.006775156024025746
"communicate to actors the approach, characterization, and movement needed for each scene in such a way that rehearsals and takes are minimized.",0.002475537778009407
"communicate to faculty, students, or other users availability of, or changes to, distance learning courses or materials, programs, services, or applications.",0.004299618246016338
communicate traffic and crossing rules and other information to students and adults.,0.002736120702010397
"communicate with children's parents or guardians about daily activities, behaviors, and related issues.",0.01381089497205248
"communicate with clients to build rapport, acknowledge their progress, or reflect upon their reactions to musical experiences.",0.041432684916157446
"communicate with customers and vendors to exchange information regarding products, materials, and services.",0.002866412164010892
"communicate with customers regarding orders, comments, and complaints.",0.01120506573204258
"communicate with customers, competitors, suppliers, professional organizations, or others to stay abreast of industry or business trends.",0.0066448645620252504
"communicate with customers, employees, and other individuals to answer questions, disseminate or explain information, take orders, and address complaints.",0.055895037198212406
"communicate with customers, sales staff, or marketing staff to determine customer needs.",0.007035738948026737
"communicate with dispatchers by radio, telephone, or computer to exchange information and receive requests for passenger service.",0.003257286550012378
communicate with laboratories or investigators regarding laboratory findings.,0.003387578012012873
communicate with management and user personnel to develop production and design standards.,0.003387578012012873
communicate with other staff to resolve problems with individual students.,0.005993407252022775
"communicate with readers, viewers, advertisers, or the general public via mail, email, or telephone.",0.04364763977016586
communicate with staff or clients to understand specific system requirements.,0.004039035322015348
communicate with system users to ensure accounts are set up properly or to diagnose and solve operational problems.,0.004039035322015348
"communicate with vendors to gather information about products, alert them to future needs, resolve problems, or address system maintenance issues.",0.0046904926320178245
compare a property with similar properties that have recently sold to determine its competitive market price.,0.005993407252022775
compare findings from one site with archeological data from other sites to find similarities or differences.,0.003648160936013863
compare instrument pitches with tuning tool pitches to tune instruments.,0.003257286550012378
compare measurements of heart wall thickness and chamber sizes to standard norms to identify abnormalities.,0.002866412164010892
compile and analyze accounting records and other data to determine the financial resources required to implement a program.,0.004169326784015844
compile and analyze data obtained from monitoring or diagnostic tests.,0.061758152988234685
compile and analyze molecular or cellular experimental data and adjust experimental designs as necessary.,0.002475537778009407
compile and analyze test information to determine process or equipment operating efficiency or to diagnose malfunctions.,0.003778452398014358
compile and evaluate clinical practice statistics.,0.0035178694740133683
compile and evaluate hydrologic information to prepare navigational charts and maps and to predict atmospheric conditions.,0.003648160936013863
compile and format image data to increase its usefulness.,0.03413636304412972
compile and interpret results of tests and analyses.,0.034527237430131204
compile and maintain patients' medical records to document condition and treatment and to provide data for research or cost control and care improvement efforts.,0.008859819416033667
compile and maintain regulatory documentation databases or systems.,0.002214954854008417
"compile and prepare documentation related to production sequences, transportation, personnel schedules, or purchase, maintenance, or repair orders.",0.0046904926320178245
compile and prepare reports and documents pertaining to personnel activities.,0.004039035322015348
"compile and record medical charts, reports, or correspondence, using typewriter or personal computer.",0.003387578012012873
"compile and study occupational, educational, and economic information to assist counselees in determining and carrying out vocational and educational objectives.",0.015374392516058422
"compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.",0.3113965941811833
compile bibliographies and prepare abstracts on subjects of interest to particular organizations or groups.,0.004560201170017329
compile bibliographies of specialized materials for outside reading assignments.,0.008078070644030697
"compile budget data and documents, based on estimated revenues and expenses and previous budgets.",0.009250693802035153
"compile data for use in activities such as gene expression profiling, genome annotation, and structural bioinformatics.",0.004169326784015844
"compile information about flights from flight plans, pilot reports, radar, or observations.",0.006514573100024756
compile information on content and context of information to be translated and on intended audience.,0.003387578012012873
compile information or prepare reports on nanotechnology experiments or applications.,0.0066448645620252504
compile laboratory test data and perform appropriate analyses.,0.012638271814048026
"compile lists of books, periodicals, articles, and audio-visual materials on particular subjects.",0.006514573100024756
"compile medical care and census data for statistical reports on diseases treated, surgery performed, or use of hospital beds.",0.003778452398014358
compile or develop materials to submit to granting or other funding organizations.,0.019022553452072287
"compile or maintain records of system operation, performance, and maintenance.",0.0035178694740133683
"compile reports, charts, or graphs that describe and interpret findings of analyses.",0.2656642910190095
"compile scripts, program notes, and other material related to productions.",0.01837109614206981
"compile statistical, financial, accounting, or auditing reports and tables pertaining to such matters as cash receipts, expenditures, accounts payable and receivable, and profits and losses.",0.01576526690205991
"compile terminology and information to be used in translations, including technical terms such as those for legal or medical material.",0.004039035322015348
"compile, administer, and grade examinations or assign this work to others.",0.008729527954033171
"compile, administer, and grade examinations, or assign this work to others.",0.06267019322223814
"compile, analyze, and report data to explain economic phenomena and forecast market trends, applying mathematical models and statistical techniques.",0.11895610480645202
"compile, copy, sort, and file records of office activities, business transactions, and other activities.",0.002084663392007922
"compile, log, or record testing or operational data for review and further analysis.",0.010423316960039609
"compile, record, and code results or data from interview or survey, using computer or specified form.",0.019934593686075752
"compile, record, and evaluate personal and financial data to verify completeness and accuracy, and to determine eligibility status.",0.002866412164010892
"compile, sort and verify the accuracy of data before it is entered.",0.01381089497205248
"complete administrative paperwork or supervise the preparation or maintenance of records, forms, or reports.",0.0023452463160089122
"complete and maintain accurate records or reports regarding the patients' histories and progress, services provided, or other required information.",0.004299618246016338
complete customs paperwork.,0.0029967036260113876
"complete documentation needed to support testing procedures including data capture forms, equipment logbooks, or inventory forms.",0.0029967036260113876
complete form letters in response to requests or problems identified by correspondence.,0.03478782035413219
"complete loan applications, including credit analyses and summaries of loan requests, and submit to loan committees for approval.",0.003387578012012873
"complete models and simulations, using manual or automated tools, to analyze or predict system performance under different operating conditions.",0.13576370340451588
"complete work schedules, manage calendars, and arrange appointments.",0.008208362106031193
compose and edit scripts or provide screenwriters with story outlines from which scripts can be written.,0.03348490573412724
"compose and frame each shot, applying the technical aspects of light, lenses, film, filters, and camera settings to achieve the effects sought by directors.",0.003648160936013863
"compose business correspondence for supervisors, managers, and professionals.",0.10045471720238172
compose correspondence requesting medical information and records.,0.008990110878034162
"compose descriptions of merchandise for posting to online storefront, auction sites, or other shopping web sites.",0.07595992234628865
compose explanatory summaries of contents of books and other reference materials.,0.028924704564109914
"compose images of products, using video or still cameras, lighting equipment, props, or photo or video editing software.",0.013159437662050005
"compose letters in reply to correspondence concerning such items as requests for merchandise, damage claims, credit information requests, delinquent accounts, incorrect billing, or unsatisfactory service.",0.2617555471589947
"compose original music such as popular songs, symphonies, or sonatas.",0.013941186434052977
compose songs or create vocal arrangements.,0.009380985264035649
"compose, type, and distribute meeting notes, routine correspondence, or reports, such as presentations or expense, statistical, or monthly reports.",0.015244101054057928
"compound and dispense medications as prescribed by doctors and dentists, by calculating, weighing, measuring, and mixing ingredients, or oversee these activities.",0.010162734036038618
"compute and analyze data, using statistical formulas and computers or calculators.",0.10944482808041588
compute and record totals of transactions.,0.0019543719300074264
"compute and verify totals on report forms, requisitions, or bills, using adding machine or calculator.",0.00586311579002228
"compute cost of travel and accommodations, using calculator, computer, carrier tariff books, and hotel rate books, or quote package tour's costs.",0.0023452463160089122
compute costs of labor and materials in order to determine production costs of products and articles.,0.014332060820054462
"compute customer's installation or production costs and estimate savings from new services, products, or equipment.",0.005993407252022775
"compute data such as gear dimensions and machine settings, applying knowledge of shop mathematics.",0.10892366223241393
"compute dimensions, areas, volumes, and weights.",0.41862646740759074
"compute estimates and actual costs of factors such as materials, labor, or outside contractors.",0.003648160936013863
"compute figures such as balances, totals, or commissions.",0.02475537778009407
"compute final estimation of property values, taking into account such factors as depreciation, replacement costs, value comparisons of similar properties, and income potential.",0.002866412164010892
"compute financial fees, interest, and service charges.",0.00560253286602129
compute impedance of wires from poles to houses to determine additional resistance needed for reducing signals to desired levels.,0.002214954854008417
"compute layout dimensions, and determine and mark reference points on metal stock or workpieces for further processing, such as welding and assembly.",0.0029967036260113876
"compute moisture or salt content, percentages of ingredients, formulas, or other product factors, using mathematical and chemical procedures.",0.06475485661424607
"compute or estimate cash, payroll, transportation, personnel, or storage requirements.",0.002084663392007922
"compute prices for services and receive payment, or provide supervisors with billing information.",0.04273559953616239
compute total charges for merchandise or services and shipping charges.,0.002084663392007922
"compute wages and deductions, and enter data into computers.",0.004299618246016338
"compute, withhold, and account for all payroll deductions.",0.002736120702010397
"conduct and score oral, visual, written, or performance tests to determine applicant qualifications and notify applicants of their scores.",0.009380985264035649
"conduct applied research aimed at improvements in areas such as disease testing, crop quality, pharmaceuticals, and the harnessing of microbes to recycle waste.",0.004560201170017329
"conduct chemical analyses of substances such as acids, alcohols, and enzymes.",0.003908743860014853
"conduct chemical or physical laboratory tests to assist scientists in making qualitative or quantitative analyses of solids, liquids, or gaseous materials.",0.002736120702010397
"conduct classes or deliver lectures on subjects such as nutrition, home management, and farming techniques.",0.0019543719300074264
"conduct classes, workshops, and demonstrations to teach principles, techniques, or methods in subjects, such as basic english language skills, life skills, and workforce entry skills.",0.12038931088845749
"conduct classes, workshops, and demonstrations, and provide individual instruction to teach topics and skills such as cooking, dancing, writing, physical fitness, photography, personal finance, and flying.",0.09003140024234212
"conduct clinical research on topics such as maternal or infant health care, contraceptive methods, breastfeeding, and gynecological care.",0.002084663392007922
"conduct demonstrations to teach such skills as sports, dancing, and handicrafts.",0.02579770947609803
conduct educational programs that provide farmers or farm cooperative members with information that can help them improve agricultural productivity.,0.02267071438808615
"conduct electrocardiogram (ekg), phonocardiogram, echocardiogram, stress testing, or other cardiovascular tests to record patients' cardiac activity, using specialized electronic test equipment, recording devices, or laboratory instruments.",0.004299618246016338
conduct experimental or virtual studies to investigate characteristics and processing principles of potential microelectromechanical systems (mems) technology.,0.022931297312087137
"conduct fact-finding or mediation sessions among government units, landowners, or other agencies to resolve disputes.",0.004169326784015844
"conduct field surveys or study maps, graphs, diagrams, or other data to identify and correct power system problems.",0.022931297312087137
conduct financial modeling for online marketing programs or web site revenue forecasting.,0.0035178694740133683
conduct historical analyses of test results.,0.0023452463160089122
"conduct historical research as a basis for the identification, conservation, and reconstruction of historic places and materials.",0.024103920470091595
"conduct historical research, and publish or present findings and theories.",0.015895558364060404
"conduct in-depth investigations of suspicious financial activity, such as suspected money-laundering efforts.",0.010032442574038123
conduct internet-based and library research.,0.0029967036260113876
"conduct logical analyses of business, scientific, engineering, and other technical problems, formulating mathematical models of problems for solution by computers.",0.4084637333715522
"conduct market research analysis to identify search query trends, real-time search and news media activity, popular social media topics, electronic commerce trends, market opportunities, or competitor performance.",0.007947779182030202
conduct market research and analyze industry trends.,0.019283136376073276
conduct materials test and analysis using tools and equipment and applying engineering knowledge.,0.18162629802869018
"conduct meteorological research into the processes or determinants of atmospheric phenomena, weather, or climate.",0.0066448645620252504
conduct needs assessments and strategic learning assessments to develop the basis for curriculum development or to update curricula.,0.0046904926320178245
"conduct nutritional assessments of individuals, including obtaining and evaluating individuals' dietary histories, to plan nutritional programs.",0.006253990176023765
"conduct on-the-job training classes or training sessions to teach and demonstrate principles, techniques, procedures, or methods of designated subjects.",0.005341949942020299
"conduct online marketing initiatives, such as paid ad placement, affiliate programs, sponsorship programs, email promotions, or viral marketing campaigns on social media web sites.",0.01381089497205248
"conduct or oversee collection of corporate intelligence to avoid fraud, financial crime, cyber-attack, terrorism, and infrastructure failure.",0.007687196258029211
conduct or support research and apply research findings to practice.,0.00612369871402327
conduct periodic internal reviews or audits to ensure that compliance procedures are followed.,0.0019543719300074264
conduct private investigations on a paid basis.,0.002736120702010397
conduct quality analyses of data inputs and resulting analyses or predictions.,0.026840041172101994
conduct reference or background checks on job applicants.,0.002084663392007922
"conduct reference searches, using printed materials and in-house and online databases.",0.015504683978058919
conduct research and present scientific findings.,0.004039035322015348
"conduct research in a particular field of knowledge and present findings in professional journals, books, electronic media, or at professional conferences.",0.019022553452072287
"conduct research in a particular field of knowledge and publish findings in books, professional journals, or electronic media.",0.014201769358053966
"conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.",0.02241013146408516
"conduct research in a particular field of knowledge and publish findings in scholarly journals, books, or electronic media.",0.014071477896053473
"conduct research on consumer opinions and marketing strategies, collaborating with marketing professionals, statisticians, pollsters, and other professionals.",0.0023452463160089122
conduct research on economic issues and disseminate research findings through technical reports or scientific articles in journals.,0.004169326784015844
conduct research on new photonics technologies.,0.004560201170017329
conduct research or provide instruction on subject matter related to athletic training or sports medicine.,0.0019543719300074264
"conduct research related to a range of nanotechnology topics, such as packaging, heat transfer, fluorescence detection, nanoparticle dispersion, hybrid systems, liquid systems, nanocomposites, nanofabrication, optoelectronics, or nanolithography.",0.002475537778009407
"conduct research studies of physical work environments, organizational structures, communication systems, group interactions, morale, and motivation to assess organizational functioning.",0.003387578012012873
"conduct research to determine best methods of planting, spraying, cultivating, harvesting, storing, processing, or transporting horticultural products.",0.008599236492032676
"conduct research to develop methodologies, instrumentation, and procedures for medical application, analyzing data and presenting findings to the scientific audience and general public.",0.004169326784015844
"conduct research to extend mathematical knowledge in traditional areas, such as algebra, geometry, probability, and logic.",0.01732876444606585
conduct research to gather information about survey topics.,0.005211658480019804
conduct research to generate new knowledge that can be used to address learning and behavior issues.,0.004429909708016834
"conduct research, along with life scientists, chemists, and medical scientists, on the engineering aspects of the biological systems of humans and animals.",0.011595940118044063
"conduct research, compile data, and prepare papers for consideration and presentation by executives, committees, and boards of directors.",0.028924704564109914
conduct safety training or education programs and demonstrate the use of safety equipment.,0.0019543719300074264
"conduct searches to find needed information, using such sources as the internet.",0.04312647392216388
"conduct seminars or workshops on financial planning topics, such as retirement planning, estate planning, or the evaluation of severance packages.",0.011595940118044063
conduct short-term and long-term climate assessments and study storm occurrences.,0.005211658480019804
conduct social research to advance knowledge in the social work field.,0.003257286550012378
"conduct standardized biological, microbiological or biochemical tests and laboratory analyses to evaluate the quantity or quality of physical or chemical substances in food or other products.",0.0023452463160089122
"conduct standardized tests on food, beverages, additives, or preservatives to ensure compliance with standards and regulations regarding factors such as color, texture, or nutrients.",0.004039035322015348
conduct statistical analyses to quantify risk using statistical analysis software or econometric models.,0.019674010762074763
conduct statistical studies to analyze or compare production costs for sustainable and nonsustainable designs.,0.007687196258029211
"conduct surveys and collect data, using methods such as interviews, questionnaires, focus groups, market analysis surveys, public opinion polls, literature reviews, and file reviews.",0.002736120702010397
conduct surveys and evaluate findings to determine if systematic discrimination exists.,0.002736120702010397
conduct testing to determine functionality or optimization or to establish limits of photonics systems or components.,0.006775156024025746
"conduct threat or vulnerability analyses to determine probable frequency, criticality, consequence, or severity of natural or man-made disasters or criminal activity on the organization's profitability or delivery of products or services.",0.04091151906815546
"conduct training programs to develop or maintain desired animal behaviors for competition, entertainment, obedience, security, riding, or related purposes.",0.002214954854008417
"conduct training sessions on selection, use, and design of audio-visual materials and on operation of presentation equipment.",0.002605829240009902
"conduct, or oversee the conduct of, chemical, physical, and biological water quality monitoring or sampling to ensure compliance with water quality standards.",0.0035178694740133683
"confer with board members, organization officials, or staff members to discuss issues, coordinate activities, or resolve problems.",0.021758674154082683
"confer with client to determine factors affecting planning interior environments, such as budget, architectural preferences, and purpose and function.",0.005081367018019309
confer with clients about their medical histories and problems with stress or pain to determine how massage will be most helpful.,0.004820784094018319
confer with clients regarding the nature of the information processing or computation needs a computer program is to address.,0.24859610949694463
"confer with clients to determine objectives, budget, background information, and presentation approaches, styles, and techniques.",0.02241013146408516
"confer with clients to develop strategies for their careers, and to explain actions taken on their behalf.",0.05185600187619705
confer with clients to discuss and determine layout design.,0.002866412164010892
confer with clients to provide marketing or technical advice.,0.003908743860014853
"confer with clients, editors, writers, art directors, and other interested parties regarding the nature and content of artwork to be produced.",0.02423421193209209
"confer with clients, vendors, staff, and management personnel regarding purchases, product and production specifications, manufacturing capabilities, or project status.",0.002084663392007922
confer with colleagues to formulate positions and strategies pertaining to pending issues.,0.005472241404020794
"confer with company officials to develop methods and procedures to increase sales, expand markets, and promote business.",0.012377688890047036
"confer with contractors, utility companies, or government agencies to discuss plans, specifications, or work schedules.",0.00690544748602624
confer with customers and engineers to assess equipment needs and to determine system requirements.,0.017198472984065353
"confer with customers by telephone or in person to determine reasons for overdue payments and to review the terms of sales, service, or credit contracts.",0.003648160936013863
"confer with customers by telephone or in person to provide information about products or services, take or enter orders, cancel accounts, or obtain details of complaints.",0.030488202108115856
confer with customers to assess customer needs or obtain feedback.,0.008338653568031687
confer with customers to determine how to tailor materials to their needs.,0.014853226668056442
confer with customers to determine project requirements or to provide cost estimates.,0.003257286550012378
confer with customers to determine their service requirements and travel preferences.,0.00638428163802426
confer with customers to determine types of material and garment styles desired.,0.004169326784015844
confer with customers to obtain descriptions of vehicle problems and to discuss work to be performed and future repair requirements.,0.0029967036260113876
"confer with customers, read work orders, or examine vehicles needing repair to determine the nature and extent of damage.",0.002475537778009407
"confer with customers, supervisors, contractors, or other personnel to exchange information or to resolve problems.",0.003387578012012873
"confer with department heads or staff to discuss topics such as contracts, selection of advertising media, or product to be advertised.",0.002084663392007922
"confer with disputants to clarify issues, identify underlying concerns, and develop an understanding of their respective needs and interests.",0.038175398366145065
"confer with end users to define or implement clinical system requirements such as data release formats, delivery schedules, and testing protocols.",0.002605829240009902
confer with engineering staff and consult specifications to evaluate interface between hardware and software and operational and performance requirements of overall system.,0.01224739742804654
"confer with engineering, supervisory, or manufacturing personnel to exchange technical information.",0.002084663392007922
"confer with engineers, customers, vendors, or others to discuss existing or potential electronics engineering projects or products.",0.0023452463160089122
"confer with establishment personnel, vendors, or customers to coordinate production or shipping activities and to resolve complaints or eliminate delays.",0.002736120702010397
confer with labor relations managers to develop internal communications that keep employees informed of company activities.,0.003778452398014358
"confer with legal staff to resolve problems, such as copyright infringement or royalty sharing with outside producers or distributors.",0.006514573100024756
"confer with management or development teams to prioritize needs, resolve conflicts, develop content criteria, or choose solutions.",0.004820784094018319
"confer with managerial or technical personnel, other departments, or contractors to resolve problems or to coordinate activities.",0.011335357194043076
"confer with members of educational committees and advisory groups to obtain knowledge of subject areas and to relate curriculum materials to specific subjects, individual student needs, and occupational areas.",0.002084663392007922
confer with other managers to identify trends or key group interests or concerns or to provide advice on business decisions.,0.002475537778009407
"confer with other staff members to plan and schedule lessons promoting learning, following approved curricula.",0.0019543719300074264
"confer with parents or guardians, teachers, administrators, and other professionals to discuss children's progress, resolve behavioral, academic, and other problems, and to determine priorities for students and their resource needs.",0.00638428163802426
"confer with parents or guardians, teachers, counselors, and administrators to resolve students' behavioral and academic problems.",0.003778452398014358
"confer with parents, administrators, testing specialists, social workers, and professionals to develop individual educational plans designed to promote students' educational, physical, and social development.",0.004169326784015844
confer with potential customers regarding equipment needs and advise customers on types of equipment to purchase.,0.0019543719300074264
confer with producers and directors concerning layout or editing approaches needed to increase dramatic or entertainment value of productions.,0.008208362106031193
"confer with producers, performers, and others to determine and achieve the desired sound for a production, such as a musical recording or a film.",0.0019543719300074264
confer with research personnel to clarify or resolve problems and to develop or modify designs.,0.008990110878034162
"confer with scientific, engineering, and technical personnel to resolve design, research, and testing problems.",0.0019543719300074264
"confer with scientists or engineers to conduct analyses of research projects, interpret test results, or develop nonstandard tests.",0.01680759859806387
"confer with staff, users, and management to establish requirements for new systems or modifications.",0.004951075556018814
"confer with supervisory personnel, owners, contractors, or design professionals to discuss and resolve matters, such as work procedures, complaints, or construction problems.",0.01732876444606585
"confer with systems analysts, engineers, programmers and others to design system and to obtain information on project limitations and capabilities, performance requirements and interfaces.",0.016156141288061393
"confer with taxpayers or their representatives to discuss the issues, laws, and regulations involved in returns, and to resolve problems with returns.",0.00638428163802426
"confer with technical directors, managers, crew members, and writers to discuss details of production, such as photography, script, music, sets, and costumes.",0.002866412164010892
"confer with the patient, medical practitioners, or appropriate others to plan, implement, or assess the intervention program.",0.004429909708016834
confer with traders to identify and communicate risks associated with specific trading strategies or positions.,0.0019543719300074264
confer with underwriters to aid in resolving mortgage application problems.,0.0019543719300074264
"confer with users to analyze, configure, or troubleshoot applications.",0.00586311579002228
"configure and define parameters for installation or testing of local area network (lan), wide area network (wan), hubs, routers, switches, controllers, multiplexers, or related networking equipment.",0.002605829240009902
configure security settings or access permissions for groups or individuals.,0.09654597334236686
configure servers to meet functional specifications.,0.13980273872653126
configure wide area network (wan) or local area network (lan) routers or related equipment.,0.002084663392007922
"configure, monitor, and maintain email applications or virus protection software.",0.0023452463160089122
"consider such factors as ensemble size and abilities, availability of scores, and the need for musical variety, to select music to be performed.",0.0031269950880118825
"construct, test, maintain, and repair substation relay and control systems.",0.00586311579002228
"consult and coordinate with healthcare team members to assess, plan, implement, or evaluate patient care plans.",0.0019543719300074264
consult classification manuals to locate information about disease processes.,0.004039035322015348
consult or negotiate with clients to prepare project specifications.,0.009250693802035153
consult reference books or secure aid of readers to check references with rules of grammar and composition.,0.00560253286602129
"consult reference material, such as textbooks, manuals, and journals, to identify symptoms, make diagnoses, and develop approaches to treatment.",0.007166030410027231
"consult sources such as rate books, manuals, or insurance company representatives to determine specific charges or information such as rules, regulations, or government tax and tariff information.",0.002605829240009902
consult tax law handbooks or bulletins to determine procedures for preparation of atypical returns.,0.0035178694740133683
"consult with and advise physicians, educators, researchers, government health officials and others regarding medical applications of sciences, such as physics, biology, and chemistry.",0.02697033263410249
consult with and assist computer operators or system analysts to define and resolve problems in running computer programs.,0.21928053054683327
consult with clients to assess risks and to determine security requirements.,0.02631887532410001
consult with clients to determine functional or spatial requirements of structures.,0.004429909708016834
"consult with clients to identify survey needs and specific requirements, such as special samples.",0.003257286550012378
"consult with clients, vendors, personnel in other departments or construction foremen to discuss and formulate estimates and resolve issues.",0.01889226199007179
"consult with company officials, sales departments, and advertising agencies to develop promotional plans.",0.002475537778009407
consult with customers about software system design and maintenance.,0.08299566129431539
"consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.",0.04364763977016586
"consult with customers to determine objectives and requirements for events such as meetings, conferences, and conventions.",0.010814191346041094
"consult with engineering staff to evaluate interface between hardware and software, develop specifications and performance requirements, or resolve customer problems.",0.013159437662050005
"consult with engineers to discuss and interpret design concepts, and determine requirements of detailed working drawings.",0.0023452463160089122
"consult with managerial, engineering, and technical personnel to clarify program intent, identify problems, and suggest changes.",0.011595940118044063
consult with multiple stakeholders to define requirements and implement online features.,0.24377532540292632
"consult with other health professionals to provide optimal patient care, referring patients to traditional health care professionals as necessary.",0.006514573100024756
"consult with other professionals, agencies, or universities to discuss therapies, treatments, counseling resources or techniques, and to share occupational information.",0.002214954854008417
consult with patients following radiation treatments to provide information and assess outcomes or to recommend further consultation or treatments as appropriate.,0.002866412164010892
"consult with researchers to analyze problems, recommend technology-based solutions, or determine computational strategies.",0.029185287488110903
"consult with users, administrators, and engineers to identify business and technical requirements for proposed system modifications or technology purchases.",0.002736120702010397
"consult with users, management, vendors, and technicians to assess computing needs and system requirements.",0.06514573100024755
"consult with users, management, vendors, and technicians to determine computing needs and system requirements.",0.0906828575523446
"consult with writers, producers, or actors about script changes or ""workshop"" scripts, through rehearsal with writers and actors to create final drafts.",0.012898854738049016
contact borrowers with delinquent accounts to obtain payment in full or to negotiate repayment plans.,0.0035178694740133683
"contact businesses or private individuals by telephone to solicit sales for goods or services, or to request donations for charitable causes.",0.002084663392007922
contact creditors to explain clients' financial situations and to arrange for payment adjustments so that payments are feasible for clients and agreeable to creditors.,0.002605829240009902
"contact customers by mail, telephone, or in person concerning acceptance or rejection of applications.",0.002866412164010892
contact customers to persuade them to purchase merchandise or services.,0.0031269950880118825
contact customers to respond to inquiries or to notify them of claim investigation results or any planned adjustments.,0.002866412164010892
contact insurance companies to check on status of claims payments and write appeal letters for denial on claims.,0.0019543719300074264
contact job applicants to inform them of the status of their applications.,0.0373936495941421
contact new or existing customers to discuss how specific products or services can meet their needs.,0.02723091555810348
contact organizations to explain services and facilities offered.,0.005081367018019309
"contact prospective customers to determine customer needs, present information, or explain available services.",0.01941342783807377
contact prospective customers to present information and explain available services.,0.01889226199007179
"contact regular and prospective customers to demonstrate products, explain product features, and solicit orders.",0.003648160936013863
"contribute to the compilation, organization, and production of protocols, clinical study reports, regulatory submissions, or other controlled documentation.",0.028924704564109914
contribute written material or data for grant or patent applications.,0.0023452463160089122
control audio equipment to regulate the volume and sound quality during radio and television broadcasts.,0.002084663392007922
"control, monitor, or operate equipment that regulates or distributes electricity or steam, using data obtained from instruments or computers.",0.010032442574038123
"converse with customer to determine destination, mode of transportation, travel dates, financial considerations, and accommodations required.",0.009120402340034658
"convert various types of files for printing or for the internet, using computer software.",0.02501596070409506
convert video and audio recordings into digital formats for editing or archiving.,0.004820784094018319
"cook food or prepare food items, such as sandwiches, salads, and ice cream dishes, using standard formulas or following directions.",0.008468945030032182
coordinate activities with other departments to ensure that services are provided in an efficient and timely manner.,0.002084663392007922
coordinate and direct extracurricular activities and programs such as after-school events and athletic contests.,0.0035178694740133683
"coordinate and implement quality control objectives, activities, or procedures to resolve production problems, maximize product reliability, or minimize costs.",0.002084663392007922
coordinate and link the computer systems within an organization to increase compatibility and so information can be shared.,0.005211658480019804
"coordinate and supervise extracurricular activities, such as clubs, student organizations, and academic contests.",0.005993407252022775
coordinate appointments to show homes to prospective buyers.,0.003257286550012378
"coordinate communication between patients, family members, medical staff, administrative staff, or regulatory agencies.",0.030357910646115358
coordinate due diligence processes and the negotiation or execution of purchase or sale agreements.,0.01680759859806387
"coordinate front-office activities of hotels or motels, and resolve problems.",0.004299618246016338
coordinate implementation of computer system plan with establishment personnel and outside vendors.,0.053158916496202004
"coordinate or conduct instructional classes or in-services, such as citizen police academy classes and crime scene training for other officers.",0.002475537778009407
"coordinate planning, budgeting, or purchasing for all the food operations within establishments such as clubs, hotels, or restaurant chains.",0.0035178694740133683
"coordinate property closings, overseeing signing of documents and disbursement of funds.",0.0035178694740133683
"coordinate sales or other promotional strategies with merchandising, operations, or inventory control staff to ensure product catalogs are current, accurate, and organized for best findability against user intent.",0.010683899884040598
"coordinate services for events, such as accommodation and transportation for participants, facilities, catering, signage, displays, special needs requirements, printing and event security.",0.0019543719300074264
"coordinate the activities of writers, directors, managers, and other personnel throughout the production process.",0.002605829240009902
"coordinate with and consult other workers to design, lay out, or detail components and systems and to resolve design or other problems.",0.0029967036260113876
"coordinate with developers to optimize web site architecture, server configuration, or page construction for search engine consumption and optimal visibility.",0.02267071438808615
"coordinate with engineers, planners, field personnel, or other utility workers to provide information such as clearances, switching orders, or distribution process changes.",0.005081367018019309
coordinate with other marketing team members and workers such as graphic artists to develop and implement marketing programs.,0.003387578012012873
correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.,2.996833917473388
"correspond with customers and confer with coworkers to answer inquiries, discuss market fluctuations, or resolve account problems.",0.002214954854008417
correspond with insured or agent to obtain information or inform them of account status or changes.,0.002475537778009407
"correspond with online customers via electronic mail, telephone, or other electronic messaging to address questions or complaints about products, policies, or shipping methods.",0.009511276726036143
counsel and encourage patients to develop leisure activities.,0.002605829240009902
"counsel and provide guidance to students regarding personal, academic, vocational, or behavioral issues.",0.007556904796028716
"counsel clients on personal and family financial problems, such as excessive spending or borrowing of funds.",0.03765423251814309
"counsel clients or patients, individually or in group sessions, to assist in overcoming dependencies, adjusting to life, or making changes.",0.002736120702010397
counsel employees about work-related issues and assist employees to correct job-skill deficiencies.,0.002866412164010892
"counsel employees in work-related activities, personal growth, or career development.",0.003908743860014853
"counsel individuals and groups on basic rules of good nutrition, healthy eating habits, and nutrition monitoring to improve their quality of life.",0.05459212257820745
"counsel individuals and groups regarding problems, such as stress, substance abuse, and family situations, to modify behavior or to improve personal, social, and vocational adjustment.",0.0031269950880118825
"counsel individuals or groups concerning their spiritual, emotional, or personal needs.",0.04078122760615497
"counsel individuals regarding interpersonal, health, financial, or religious problems.",0.011074774270042085
"counsel individuals to help them understand and overcome personal, social, or behavioral problems affecting their educational or vocational situations.",0.03661190082213912
"counsel or aid family members to assist them in understanding, dealing with, or supporting the client or patient.",0.0031269950880118825
"counsel patients about drug regimens and possible side effects or interactions with other substances such as food supplements, over-the-counter (otc) medications, or herbal remedies.",0.02631887532410001
"counsel patients about nutrition, exercise, sleeping habits, stress management, or other matters.",0.016547015674062877
"counsel students in the handling of issues such as family, financial, and educational problems.",0.0029967036260113876
"counsel students regarding educational issues, such as course and program selection, class scheduling and registration, school adjustment, truancy, study habits, and career planning.",0.032572865500123775
"counsel students whose behavior, school progress, or mental or physical impairment indicate a need for assistance, diagnosing students' problems and arranging for needed services.",0.002736120702010397
counsel workers about job and career-related issues.,0.08390770152831885
"count cash and review transactions, sales checks, or register tapes to verify amounts or to identify shortages.",0.002084663392007922
"create a grid of each site and draw and update maps of unit profiles, stratum surfaces, features, and findings.",0.003257286550012378
create and enforce database development standards.,0.03856627275214655
"create and maintain accessible, retrievable computer archives and databases, incorporating current advances in electronic information storage technology.",0.02736120702010397
"create and manage documentation, production schedules, prototyping goals, and communication plans in collaboration with production staff.",0.01224739742804654
"create and modify maps, graphs, or diagrams, using geographical information software and related equipment, and principles of cartography such as coordinate systems, longitude, latitude, elevation, topography, and map scales.",0.002084663392007922
"create and prepare sketches and model drawings of cartoon characters, providing details from memory, live models, manufactured products, or reference materials.",0.00560253286602129
"create basic designs, drawings, and illustrations for product labels, cartons, direct mail, or television.",0.0023452463160089122
"create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs.",0.08195332959831142
create client presentations of plan details.,0.012377688890047036
"create computer applications for manufacturing processes or operations, using computer-aided design (cad) or computer-assisted manufacturing (cam) tools.",0.006775156024025746
create content strategies for digital media.,0.05368008234420399
create custom illustrations or other graphic elements.,0.05693736889421636
create data management or error-checking procedures and user manuals.,0.05472241404020794
"create data records for use in describing and analyzing social patterns and processes, using photography, videography, and audio recordings.",0.030748785032116845
"create debt management plans, spending plans, or budgets to assist clients to meet financial goals.",0.039738895910151006
"create designs, concepts, and sample layouts, based on knowledge of layout principles and esthetic design concepts.",0.010814191346041094
create developmentally appropriate lesson plans.,0.010553608422040103
create drink recipes.,0.010032442574038123
"create finished art work as decoration, or to elucidate or substitute for spoken or written messages.",0.0612369871402327
"create functional or decorative objects by hand, using a variety of methods and materials.",0.023191880236088126
"create graphics, illustrations, and three-dimensional models to be used in research or in teaching, such as in demonstrating anatomy, pathology, or surgical procedures.",0.0046904926320178245
"create jewelry from materials such as gold, silver, platinum, and precious or semiprecious stones.",0.0023452463160089122
"create marketing or outreach media, such as brochures or web sites, to communicate sustainability issues, procedures, or objectives.",0.01706818152206486
"create musical instrument digital interface programs for music projects, commercials, or film postproduction.",0.002605829240009902
create novel computational approaches and analytical tools as required by research goals.,0.002475537778009407
create or administer training and awareness presentations or materials.,0.0035178694740133683
create or implement metadata processes and frameworks.,0.0066448645620252504
create or maintain databases of known test defects.,0.0066448645620252504
"create or maintain formal engineering documents, such as schematics, bills of materials, components or materials specifications, or packaging requirements.",0.003257286550012378
create or maintain plans or other documents related to sustainability projects.,0.0035178694740133683
create or modify web-based bioinformatics tools.,0.006775156024025746
"create or revise user instructions, procedures, or manuals.",0.016547015674062877
create or update technical documentation for network installations or changes to existing installations.,0.005341949942020299
create or use statistical models for the analysis of genetic data.,0.01758934737006684
"create original musical forms, or write within circumscribed musical forms such as sonatas, symphonies, or operas.",0.01172623158004456
create policies or procedures for logistics activities.,0.0023452463160089122
"create schematics and physical layouts of integrated microelectromechanical systems (mems) components or packaged assemblies consistent with process, functional, or package constraints.",0.006514573100024756
"create sculptures, statues, and other three-dimensional artwork by using abrasives and tools to shape, carve, and fabricate materials such as clay, stone, wood, or metal.",0.002475537778009407
create searchable indices for web page content.,0.0019543719300074264
"create sketches, profiles, or likenesses of posed subjects or photographs, using any combination of freehand drawing, mechanical assembly kits, and computer imaging.",0.02475537778009407
"create special effects such as vignettes, mosaics, and image combining, and add elements such as sound and animation to electronic publications.",0.002475537778009407
"create supporting documentation, such as metadata and diagrams of entity relationships, business processes, and process flow.",0.09120402340034657
"create three-dimensional or interactive representations of designs, using computer assisted design software.",0.003387578012012873
"create visual representations of geospatial data using complex procedures, such as analytical modeling, three-dimensional renderings, or plot creation.",0.028273247254107438
"create web models or prototypes that include physical, interface, logical, or data models.",0.003648160936013863
"create wind energy project plans, including project scope, goals, tasks, resources, schedules, costs, contingencies, or other project information.",0.004560201170017329
"create, analyze, report, convert, or transfer data, using specialized applications program software.",0.1571315031725971
"create, maintain, and enter information into databases.",0.08012924913030449
"create, manage, or automate orders or invoices, using order management or invoicing software.",0.0019543719300074264
"create, populate, or maintain databases for tracking validation activities, test results, or validated systems.",0.03179111672812081
"customize insurance programs to suit individual customers, often covering a variety of risks.",0.007817487720029706
cut and edit film or tape to integrate component parts into desired sequences.,0.0035178694740133683
"debit, credit, and total accounts on computer spreadsheets and databases, using specialized accounting software.",0.00560253286602129
debug robotics programs.,0.017198472984065353
decline excessive risks.,0.00586311579002228
"define and analyze objectives, scope, issues, or organizational impact of information systems.",0.010032442574038123
define and compare possible radio frequency identification device (rfid) solutions to inform selection for specific projects.,0.004299618246016338
"define data requirements and gather and validate information, applying judgment and statistical tests.",0.029315578950111398
"define instructional, learning, or performance objectives.",0.016937890060064364
define or recommend model specifications or data collection methods.,0.025928000938098526
"define product requirements, based on market research analysis, in collaboration with user interface design and engineering staff.",0.0019543719300074264
define regional or local transportation planning problems or priorities.,0.004820784094018319
define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.,0.07960808328230251
"delegate authority for the receipt, disbursement, banking, protection, and custody of funds, securities, and financial instruments.",0.0023452463160089122
deliver e-mail confirmation of completed transactions and shipment.,0.002736120702010397
"deliver speeches, write articles, or present information at meetings or conventions to promote services, exchange ideas, or accomplish objectives.",0.008078070644030697
demonstrate correct use of exercise equipment or performance of exercise routines.,0.004169326784015844
"demonstrate database technical functionality, such as performance, security and reliability.",0.14188740211853917
demonstrate equipment to customers and explain functioning of equipment.,0.0019543719300074264
"demonstrate miniaturized systems that contain components such as microsensors, microactuators, or integrated electronic circuits fabricated on silicon or silicon carbide wafers.",0.012638271814048026
"demonstrate or explain products, methods, or services to persuade customers to purchase products or use services.",0.010683899884040598
"demonstrate proper operation of fitness equipment, such as resistance machines, cardio machines, free weights, or fitness assessment devices.",0.0023452463160089122
"demonstrate system functionality and performance, including start-up, shut-down, normal operation, and emergency or bypass operations.",0.003648160936013863
"demonstrate systems for customers and explain details, such as the causes and consequences of false alarms.",0.002084663392007922
demonstrate use of laboratory equipment and enforce laboratory rules.,0.0019543719300074264
describe and recommend wines to customers.,0.01224739742804654
"describe artifacts' physical properties or attributes, such as the materials from which artifacts are made and their size, shape, function, and decoration.",0.0031269950880118825
describe menu items to customers or suggest products that might appeal to them.,0.005081367018019309
"describe merchandise and explain use, operation, and care of merchandise to customers.",0.020976925382079712
design advanced precision equipment for accurate or controlled applications.,0.003648160936013863
design and administer emergency or disaster preparedness training courses that teach people how to effectively respond to major emergencies and disasters.,0.0019543719300074264
"design and apply bioinformatics algorithms including unsupervised and supervised machine learning, dynamic programming, or graphic algorithms.",0.009250693802035153
design and create special programs for tasks such as statistical analysis and data entry and cleaning.,0.019283136376073276
"design and develop medical diagnostic and clinical instrumentation, equipment, and procedures, using the principles of engineering and biobehavioral sciences.",0.002605829240009902
"design and direct nuclear research projects to discover facts, to test or modify theoretical models, or to develop new theoretical models or new uses for current models.",0.032572865500123775
"design and fabricate dental prostheses, or supervise dental technicians and laboratory bench workers who construct the devices.",0.0019543719300074264
design and implement warehouse database structures.,0.026188583862099518
"design and implement web site security measures, such as firewalls or message encryption.",0.020716342458078723
"design and produce displays and materials that can be used to decorate windows, interior displays, or event locations such as streets and fairgrounds.",0.004429909708016834
"design and set up advertising signs and displays of merchandise on shelves, counters, or tables to attract customers and promote sales.",0.006775156024025746
design and validate clinical databases including designing or testing logic checks.,0.014722935206055946
"design chemical conversion processes, such as etherification, esterification, interesterification, transesterification, distillation, hydrogenation, oxidation or reduction of fats and oils, and vegetable oil refining.",0.0019543719300074264
"design cognitive aids, such as procedural storyboards or decision support systems.",0.002736120702010397
design community solid and hazardous waste management programs.,0.0035178694740133683
"design complex graphics and animation, using independent judgment, creativity, and computer equipment.",0.11635027556644213
design computer simulations to model physical data so that it can be better understood.,0.01758934737006684
design computers and the software that runs them.,0.004820784094018319
"design custom clothing and accessories for individuals, retailers, or theatrical, television, or film productions.",0.00638428163802426
"design customer interface of online storefront, using web programming or e-commerce software.",0.009511276726036143
"design database applications, such as interfaces, data transfer mechanisms, global temporary tables, data partitions, and function-based indexes to enable efficient access of the generic database structure.",0.18214746387669215
"design databases to support business applications, ensuring system scalability, security, performance and reliability.",0.24950814973094815
design electro-optical sensing or imaging systems.,0.004951075556018814
"design electronic components, software, products, or systems for commercial, industrial, medical, military, or scientific applications.",0.023322171698088624
design engineering systems for the automation of industrial tasks.,0.009902151112037629
design evaluation programs regarding the quality and effectiveness of nursing practice or organizational systems.,0.002866412164010892
"design forms for receiving, processing, or tracking data.",0.01680759859806387
design forms related to filing systems.,0.0031269950880118825
"design geological mine maps, monitor mine structural integrity, or advise and monitor mining crews.",0.005211658480019804
"design individualized care plans, using a variety of treatments.",0.009641568188036638
"design information storage and retrieval systems and develop procedures for collecting, organizing, interpreting, and classifying information.",0.0850803246863233
design instructional aids for stand-alone or instructor-led classroom or online use.,0.04508084585217131
design layouts of audio and video equipment and perform upgrades and maintenance.,0.002084663392007922
"design learning products, including web-based aids or electronic performance support systems.",0.01576526690205991
design models for use in evaluating logistics programs or services.,0.0019543719300074264
"design or conduct follow-up experimentation, based on generated data, to meet established process objectives.",0.004560201170017329
"design or conduct studies to determine optimal conditions for cell growth, protein production, or protein or virus expression or recovery, using chromatography, separation, or filtration equipment, such as centrifuges or bioreactors.",0.005081367018019309
"design or coordinate successive phases of problem analysis, solution proposals, or testing.",0.008859819416033667
design or develop automated testing tools.,0.038045106904144574
"design or develop energy products using nanomaterials or nanoprocesses, such as micro-nano machining.",0.004951075556018814
"design or develop software systems, using scientific analysis and mathematical models to predict and measure outcome and consequences of design.",0.1491837239905669
"design or engineer drainage, erosion, or sedimentation control systems for transportation projects.",0.004951075556018814
"design or implement or establish requirements for security systems, video surveillance, motion detection, or closed-circuit television systems to ensure proper installation and operation.",0.002866412164010892
design or implement products and services to mitigate risk or facilitate use of technology-based tools and methods.,0.015244101054057928
"design or implement supply chains that support business strategies adapted to changing market conditions, new business opportunities, or cost reduction strategies.",0.0035178694740133683
design or implement web-based tools for querying large-scale biological databases.,0.008338653568031687
"design or prepare graphic representations of geographic information systems (gis) data, using gis hardware or software applications.",0.003908743860014853
"design or prepare plans for new transportation systems or parts of systems, such as airports, commuter trains, highways, streets, bridges, drainage structures, or roadway lighting.",0.004299618246016338
"design or produce materials such as posters, web sites, or newsletters to promote, market, or advertise fundraising events.",0.002605829240009902
design patient education programs that include information required to make informed health care and treatment decisions.,0.03348490573412724
design plant layouts or production facilities.,0.004169326784015844
design plant or production layouts that minimize environmental impacts.,0.0031269950880118825
design research projects that apply valid scientific techniques and use information obtained from baselines or historical data to structure uncompromised and efficient analyses.,0.043387056846164875
"design research studies in collaboration with physicians, life scientists, or other professionals.",0.003908743860014853
"design robotic systems, such as automatic vehicle control, autonomous vehicles, advanced displays, advanced sensing, robotic platforms, computer vision, or telematics systems.",0.005993407252022775
"design security policies, programs, or practices to ensure adequate security relating to issues such as protection of assets, alarm response, and access card use.",0.11556852679443916
"design silver articles, such as jewelry and serving pieces.",0.01276856327604852
"design software to control robotic systems for applications, such as military defense or manufacturing.",0.005472241404020794
design transportation surveys to identify areas of public concern.,0.00690544748602624
"design transportation systems or structures using sustainable materials or products, such as porous pavement or bioretention structures.",0.002084663392007922
"design water run-off collection networks, water supply channels, or water supply system networks.",0.005993407252022775
"design, analyze, and decipher encryption systems designed to transmit military, political, financial, or law-enforcement-related information in code.",0.015895558364060404
"design, build, or maintain web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.",1.1856523042045053
"design, build, or operate equipment configuration prototypes, including network hardware, software, servers, or server operation systems.",0.003778452398014358
"design, conduct, and evaluate experimental operational models in cases where models cannot be developed from existing data.",0.003387578012012873
"design, configure, and test computer hardware, networking software and operating system software.",0.02345246316008912
"design, customize, and maintain databases, web pages, and local area networks.",0.008078070644030697
"design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcome and consequences of design.",0.19217990645073027
"design, develop, or implement control circuits or algorithms for electromechanical or pneumatic devices or systems.",0.005993407252022775
"design, develop, select, test, implement, and evaluate new or modified informatics solutions, data structures, and decision-support mechanisms to support patients, health care professionals, and their information management and human-computer and human-technology interactions within health care contexts.",0.07934750035830151
"design, evaluate and modify benefits policies to ensure that programs are current, competitive and in compliance with legal requirements.",0.005341949942020299
"design, evaluate, recommend, and approve changes of forms and reports.",0.0046904926320178245
"design, implement, maintain, or improve electrical instruments, equipment, facilities, components, products, or systems for commercial, industrial, or domestic purposes.",0.0019543719300074264
"design, implement, or evaluate health service delivery systems to improve the health of targeted populations.",0.002736120702010397
"design, implement, or evaluate staff training and development programs, customer service initiatives, or performance measurement criteria.",0.002736120702010397
"design, implement, or maintain fraud detection tools or procedures.",0.002084663392007922
"design, implement, or operate comprehensive data warehouse systems to balance optimization of data access with batch loading and resource utilization factors, according to customer requirements.",0.009511276726036143
"design, integrate, or test photonics systems or components.",0.005472241404020794
"design, make, or fit prosthodontic appliances, such as space maintainers, bridges, or dentures, or write fabrication instructions or prescriptions for denturists or dental technicians.",0.002736120702010397
"design, organize, and deliver product awareness, skills transfer, or product education sessions for staff or suppliers.",0.008078070644030697
"design, organize, or conduct tours, workshops, and instructional or educational sessions to acquaint individuals with an institution's facilities and materials.",0.002605829240009902
"design, plan, organize, or direct orientation and training programs for employees or customers.",0.014983518130056939
"design, program, or model geographic information systems (gis) applications or procedures.",0.003257286550012378
"design, promote, or administer government plans or policies affecting land use, zoning, public utilities, community facilities, housing, or transportation.",0.002214954854008417
"design, review and help administer insurance, annuity and pension plans, determining financial soundness and calculating premiums.",0.0029967036260113876
"design, use, or maintain databases and software applications, such as geographic information systems (gis) mapping and artificial intelligence tools.",0.00586311579002228
"determine a published or broadcasted story's emphasis, length, and format and organize material accordingly.",0.01837109614206981
determine amounts and kinds of chemicals to use in destroying harmful organisms or removing impurities from purification systems.,0.004039035322015348
"determine and certify the eligibility of prospective tenants, following government regulations.",0.002214954854008417
determine and implement the best layout to achieve a desired pattern.,0.002866412164010892
"determine and specify details of survey projects, including sources of information, procedures to be used, and the design of survey instruments and materials.",0.01198681450404555
determine applications of photonics appropriate to meet product objectives or features.,0.0029967036260113876
"determine appropriate methods of debt settlement, such as offers of compromise, wage garnishment, or seizure and sale of property.",0.0035178694740133683
"determine appropriate sizes, ratings, and locations for all system overcurrent devices, disconnect devices, grounding equipment, and surge suppression equipment.",0.002736120702010397
"determine campaign strategies for media advertising, positions on issues, and public appearances.",0.006514573100024756
"determine commercial, industrial, scientific, or other uses for electro-optical applications or devices.",0.004560201170017329
determine computer software or hardware needed to set up or alter system.,0.005341949942020299
determine connection interfaces for additional subpanels or for connecting photovoltaic (pv) systems with utility services or other power generation sources.,0.007817487720029706
determine data collection methods to be employed in research projects or surveys.,0.013159437662050005
"determine depreciation rates to apply to capitalized items and advise management on actions regarding the purchase, lease, or disposal of such items.",0.002084663392007922
"determine desired images and picture composition, selecting and adjusting subjects, equipment, and lighting to achieve desired effects.",0.08012924913030449
determine efficient and cost-effective methods of moving goods from one location to another.,0.003908743860014853
"determine existence and amount of liability according to current laws, administrative and judicial precedents, and available evidence.",0.13120350223449856
"determine fares based on trip distances and times, using taximeters and fee schedules, and announce fares to passengers.",0.002084663392007922
"determine feasibility of designing new facilities or modifying existing facilities, based on factors such as cost, available space, schedule, technical requirements, or ergonomics.",0.016156141288061393
"determine formats, approaches, content, levels, and mediums necessary to meet production objectives effectively and within budgetary constraints.",0.009902151112037629
"determine formats, approaches, content, levels, and mediums to effectively meet objectives within budgetary constraints, using research, knowledge, and training.",0.07244205287227527
"determine genetic composition of animal populations and heritability of traits, using principles of genetics.",0.003648160936013863
determine guidelines that specify which source material is acceptable for use.,0.015244101054057928
determine location for product listings to maximize exposure to online traffic.,0.004429909708016834
"determine map content and layout, as well as production specifications such as scale, size, projection, and colors, and direct production to ensure that specifications are followed.",0.007817487720029706
"determine materials, equipment, and installation sequences necessary to maximize installation efficiency.",0.002475537778009407
"determine most effective arrangement of operations such as mixing, crushing, heat transfer, distillation, and drying.",0.003908743860014853
"determine or help determine company policy, and explain complex technical matters to company executives, government officials, shareholders, policyholders, or the public.",0.028403538716107932
determine packaging requirements.,0.007166030410027231
"determine plant growing conditions, such as greenhouses, hydroponics, or natural settings, and set planting and care schedules.",0.010944482808041589
determine policy contract provisions for each type of insurance.,0.005472241404020794
determine price schedules and discount rates.,0.007687196258029211
"determine project plans, timelines, or technical objectives for statistical aspects of biological research studies.",0.002475537778009407
"determine replacement parts required, according to inspections of old parts, customer requests, or customers' descriptions of malfunctions.",0.003387578012012873
"determine required equipment and welding methods, applying knowledge of metallurgy, geometry, and welding techniques.",0.003648160936013863
"determine requirements for treatment, such as type, method and duration of therapy, precautions to be taken, or medication and dosages, compatible with physicians' orders.",0.005993407252022775
"determine schedules, sequences, and assignments for work activities, based on work priority, quantity of equipment, and skill of personnel.",0.0023452463160089122
"determine size and arrangement of illustrative material and copy, and select style and size of type.",0.034396945968130706
"determine sources of web page or server problems, and take action to correct such problems.",0.8881968964573751
"determine supplementary virtual features, such as currency, item catalog, menu design, and audio direction.",0.2970645333611288
determine the prices at which securities should be syndicated and offered to the public.,0.002736120702010397
determine the scope of educational program offerings and prepare drafts of program schedules and descriptions to estimate staffing and facility requirements.,0.009380985264035649
determine the value loss impact and criticality of assets.,0.010032442574038123
"determine types or quantities of crops or livestock to be raised, according to factors such as market conditions, federal programs or incentives, or soil conditions.",0.002084663392007922
"determine voices, instruments, harmonic structures, rhythms, tempos, and tone balances required to achieve the effects desired in a musical composition.",0.004039035322015348
"determine which topics to research, or pursue research topics specified by clients or employers.",0.009771859650037133
"develop advertising campaigns for a wide range of clients, working with an advertising agency's creative director and art director to determine the best way to present advertising information.",0.005081367018019309
develop an understanding of customers' needs and take actions to ensure that such needs are met.,0.02345246316008912
develop an understanding of fields to which statistical methods are to be applied to determine whether methods and results are appropriate.,0.05876144936222329
"develop and direct software system testing and validation procedures, programming, and documentation.",0.04872900678818517
"develop and distribute newsletters, brochures, or other printed materials to share information with patients or medical staff.",0.015504683978058919
develop and document database architectures.,0.07986866620630349
"develop and document standard and emergency operating procedures for receiving, handling, storing, shipping, or salvaging products or materials.",0.002605829240009902
develop and document style guidelines for web site content.,0.04612317754817527
"develop and implement data extraction procedures from other systems, such as administration, billing, or claims.",0.010423316960039609
"develop and implement individual treatment plans, specifying type, frequency, intensity, and duration of therapy.",0.002084663392007922
develop and implement individualized plans for health care management.,0.007035738948026737
develop and implement organizational policies and procedures for the facility or medical unit.,0.009641568188036638
develop and implement policies and procedures for the operation of a department or establishment.,0.008729527954033171
develop and implement procedures for identifying advertising needs.,0.004560201170017329
"develop and implement purchasing and contract management instructions, policies, and procedures.",0.007817487720029706
"develop and implement records management program for filing, protection, and retrieval of records, and assure compliance with program.",0.003387578012012873
develop and implement solutions for network problems.,0.005472241404020794
"develop and implement technical project management tools, such as plans, schedules, and responsibility and compliance matrices.",0.010683899884040598
"develop and interpret organizational goals, policies, and procedures.",0.018240804680069316
develop and maintain client relationships.,0.008859819416033667
develop and maintain computer databases.,0.027491498482104467
"develop and maintain computerized record management systems to store and process data such as personnel activities and information, and to produce reports.",0.013159437662050005
"develop and maintain departmental policies, procedures, objectives, or patient care standards based on evidence-based practice guidelines or expert opinion.",0.013941186434052977
"develop and maintain design level documentation, including mechanics, guidelines, and mission outlines.",0.015244101054057928
"develop and maintain relationships with community referral sources, such as schools and community groups.",0.004039035322015348
"develop and maintain the company's corporate image and identity, which includes the use of logos and signage.",0.12130135112246095
develop and modify astronomy-related programs for public presentation.,0.021628382692082188
"develop and organize training manuals, multimedia visual aids, and other educational materials.",0.008208362106031193
develop and prescribe exercise programs such as off-season conditioning regimens.,0.002605829240009902
"develop and present health education and promotion programs, such as training workshops, conferences, and school or community presentations.",0.0046904926320178245
"develop and test experimental designs, sampling techniques, and analytical methods.",0.004820784094018319
"develop and test theories, using information from interviews, newspapers, periodicals, case law, historical papers, polls, or statistical sources.",0.0373936495941421
"develop and use multimedia course materials and other current technology, such as online courses.",0.002084663392007922
"develop and write procedures for installation, use, or troubleshooting of communications hardware or software.",0.004429909708016834
develop application-specific software.,0.05289833357220101
develop applied software for the analysis and interpretation of geological data.,0.003257286550012378
"develop approaches to the solution of groups' problems, based on research findings in sociology and related disciplines.",0.05420124819220597
"develop biocatalytic processes to convert biomass to fuels or fine chemicals, using enzymes of bacteria, yeast, or other microorganisms.",0.0023452463160089122
"develop briefings, brochures, multimedia presentations, web pages, promotional products, technical illustrations, and computer artwork for use in products, technical manuals, literature, newsletters, and slide shows.",0.1568709202485961
"develop business methods and procedures, including accounting systems, file systems, office systems, logistics systems, and production schedules.",0.013159437662050005
"develop calibration methodologies, test methodologies, or tools.",0.02475537778009407
"develop classroom-based and distance learning training courses, using needs assessments and skill level analyses.",0.005341949942020299
"develop client relationships and communicate with clients to explain proposals, present research findings, establish specifications, or discuss project status.",0.011856523042045054
"develop communications materials, advertisements, presentations, or public relations initiatives to promote awareness of green products and technologies.",0.03140024234211932
"develop comprehensive plans for immediate and long-term rehabilitation including therapeutic exercise; speech and occupational therapy; counseling; cognitive retraining; patient, family or caregiver education; or community reintegration.",0.003387578012012873
develop computational methods for solving problems that occur in areas of science and engineering or that come from applications in business or industry.,0.0023452463160089122
"develop computer information resources, providing for data security and control, strategic computing, and disaster recovery.",0.002866412164010892
develop computer models to address transportation planning issues.,0.004299618246016338
develop concepts or creative ideas for craft objects.,0.057979700590220326
"develop conceptual, logical, or physical network designs.",0.010944482808041589
"develop contacts with individuals and organizations, and apply effective strategies and techniques to ensure their clients' success.",0.00586311579002228
develop criteria for the design and modification of survey instruments.,0.008468945030032182
develop curricula and plan course content and methods of instruction.,0.022801005850086643
"develop curricula, and recommend curricula revisions and additions.",0.0046904926320178245
"develop curriculum and prepare manuals, visual aids, course outlines, and other materials used in teaching.",0.03270315696212427
"develop customer documentation, such as performance specifications, training manuals, or operating instructions.",0.005472241404020794
"develop data model describing data elements and how they are used, following procedures and using pen, template or computer software.",0.03166082526612031
develop data models and databases.,0.034918111816132684
"develop data models for applications, metadata tables, views or related database structures.",0.019543719300074265
"develop data warehouse process models, including sourcing, loading, transformation, and extraction.",0.00638428163802426
"develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements.",0.14410235697254759
develop databases that support web applications and web sites.,0.010162734036038618
"develop defense plans or tactics, using intelligence and other information.",0.004429909708016834
develop disaster recovery plans.,0.002214954854008417
"develop economic models, forecasts, or scenarios to predict future economic and environmental outcomes.",0.014071477896053473
"develop educational materials and programs for community agencies, local government, and state government.",0.017719638832067335
develop efficient and effective system controllers.,0.0029967036260113876
"develop environmental management or restoration plans for sites with power transmission lines, natural gas pipelines, fuel refineries, geothermal plants, wind farms, or solar farms.",0.002736120702010397
"develop exercise programs to improve participant strength, flexibility, endurance, or circulatory functioning, in accordance with exercise science standards, regulatory requirements, and credentialing requirements.",0.025406835090096544
"develop factors such as themes, plots, characterizations, psychological analyses, historical environments, action, and dialogue, to create material.",0.3708095008534091
"develop financial plans, based on analysis of clients' financial status.",0.009511276726036143
"develop formal documentation for microelectromechanical systems (mems) devices, including quality assurance guidance, quality control protocols, process control checklists, data collection, or reporting.",0.010423316960039609
"develop graphics and layouts for product illustrations, company logos, and web sites.",0.004169326784015844
develop guidelines for procedures such as the management of viruses.,0.0023452463160089122
"develop ideas for creating dances, keeping notes and sketches to record influences.",0.00586311579002228
"develop ideas or material for columns or commentaries by analyzing and interpreting news, current issues, or personal experiences.",0.007556904796028716
develop in-service educational materials.,0.0066448645620252504
"develop individualized treatment plans for patients, considering patient preferences, clinical data, or the risks and benefits of therapies.",0.02631887532410001
develop instruction or training roadmaps for online and blended learning programs.,0.007687196258029211
develop instructional materials and conduct in-service and community-based educational programs.,0.019543719300074265
develop instructional materials and products for technology-based redesign of courses.,0.019543719300074265
develop instructional materials for the public and make presentations to citizens' groups to provide information on emergency plans and their implementation processes.,0.002475537778009407
develop instructional materials to be used by educators and instructors.,0.05263775064820002
"develop instructional materials, such as lesson plans, handouts, or examinations.",0.13641516071451837
develop instrumentation and software for astronomical observation and analysis.,0.01120506573204258
"develop internal control policies, guidelines, and procedures for activities such as budget administration, cash and credit management, and accounting.",0.003778452398014358
"develop interview techniques, rating scales, and psychological tests used to assess skills, abilities, and interests for the purpose of employee selection, placement, and promotion.",0.021628382692082188
"develop manuals, texts, workbooks, or related materials for use in conjunction with production materials or for training.",0.016937890060064364
"develop manuals, texts, workbooks, or related materials for use in conjunction with production materials.",0.009902151112037629
"develop marketing materials, proposals, or presentation to generate new work opportunities.",0.039869187372151504
develop marketing or strategic plans for sales territories.,0.004560201170017329
"develop marketing plans for finished products, collaborating with sales associates to supervise product distribution.",0.002475537778009407
develop marketing strategies to compete with other individuals or companies who sell insurance.,0.002736120702010397
"develop master course documentation or manuals according to applicable accreditation, certification, or other requirements.",0.02267071438808615
develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.,0.04078122760615497
develop measurement tools to evaluate the effectiveness of instruction or training interventions.,0.019804302224075258
develop methodologies for transferring procedures or biological processes from laboratories to commercial-scale manufacturing production.,0.0035178694740133683
develop methods for integrating different products so they work properly together such as customizing commercial databases to fit specific needs.,0.07609021380828915
"develop methods to improve employment policies, processes, and practices, and recommend changes to management.",0.008338653568031687
develop network-related documentation.,0.002214954854008417
"develop new business by contacting potential clients, making sales presentations, and writing proposals.",0.01224739742804654
develop new chemical engineering processes or production techniques.,0.01381089497205248
develop new principles and new relationships between existing mathematical principles to advance mathematical science.,0.08169274667431042
develop new recipes for baked goods.,0.013680603510051985
develop new software applications or customize existing applications to meet specific scientific project needs.,0.05745853474221834
develop new styles and techniques.,0.006514573100024756
develop or analyze information to assess the current or future financial status of firms.,0.057067660356216854
develop or apply data mining and machine learning algorithms.,0.6280048468423863
"develop or approve project plans, schedules, or budgets.",0.0029967036260113876
"develop or configure document management system features, such as user interfaces, access profiles, and document workflow procedures.",0.024364503394092584
develop or coordinate fitness and wellness programs or services.,0.002475537778009407
develop or deliver proposals or presentations on topics such as the purchase or sale of energy.,0.0023452463160089122
develop or direct development of offering documents or marketing materials.,0.006514573100024756
develop or direct software system testing or validation procedures.,0.021758674154082683
develop or direct study courses or religious education programs within congregations.,0.003778452398014358
"develop or document reverse logistics management processes to ensure maximal efficiency of product recycling, reuse, or final disposal.",0.003257286550012378
develop or document style guidelines for web site content.,0.038175398366145065
develop or implement data analysis algorithms.,0.002214954854008417
develop or implement fund investment policies or strategies.,0.008729527954033171
develop or implement marketing strategies.,0.05667678597021537
develop or implement operating methods or procedures.,0.0023452463160089122
develop or implement plans and procedures for ophthalmologic services.,0.0035178694740133683
"develop or implement policies or practices to ensure the privacy, confidentiality, or security of patient information.",0.0667092285442535
"develop or implement policies, standards, or procedures for the architectural, scientific, or technical work performed to ensure regulatory compliance or operations enhancement.",0.003908743860014853
develop or implement procedures for ongoing web site revision.,0.04234472515016091
develop or implement procedures or systems to evaluate or select suppliers.,0.004560201170017329
"develop or implement product-marketing strategies, including advertising campaigns or sales promotions.",0.0031269950880118825
develop or implement quality control programs.,0.007556904796028716
develop or implement risk-assessment models or methodologies.,0.04599288608617477
"develop or maintain applications that process biologically based data into searchable databases for purposes of analysis, calculation, or presentation.",0.004039035322015348
"develop or maintain archived procedures, procedural codes, or queries for applications.",0.003778452398014358
"develop or maintain cost estimates, forecasts, or cost models.",0.02214954854008417
develop or maintain internal or external company web sites.,0.02475537778009407
"develop or maintain models for logistics uses, such as cost estimating or demand forecasting.",0.002475537778009407
develop or maintain online help documentation.,0.006514573100024756
develop or maintain payment systems to ensure accuracy of vendor payments.,0.054982996964208934
develop or maintain programs associated with automated production equipment.,0.005211658480019804
develop or maintain project reporting systems.,0.004429909708016834
"develop or maintain standards, such as organization, structure, or nomenclature, for the design of data warehouse elements, such as data architectures, models, tools, and databases.",0.009120402340034658
develop or maintain supplier or customer relationships.,0.003257286550012378
"develop or manage integrated security controls to ensure confidentiality, accountability, recoverability, or audit ability of sensitive information, proprietary information, or information technology resources.",0.036221026436137636
develop or monitor procedures to ensure adequate quality control of images.,0.005472241404020794
"develop or recommend network security measures, such as firewalls, network security audits, or automated security probes.",0.005211658480019804
develop or review specifications for design or construction of security systems.,0.006253990176023765
"develop or revise business plans for online business, emphasizing factors such as product line, pricing, inventory, or marketing strategy.",0.01120506573204258
develop or test new methods or models of transportation analysis.,0.004039035322015348
"develop or update procedures, policies, or standards.",0.00690544748602624
"develop or update project plans for information technology projects including information such as project objectives, technologies, systems, information specifications, schedules, funding, and staffing.",0.013159437662050005
"develop or use new non-destructive testing (ndt) methods such as acoustic emission testing, leak testing, and thermal or infrared testing.",0.003648160936013863
"develop or validate specialized materials characterization procedures, such as thermal withstand, fatigue, notch sensitivity, abrasion, or hardness tests.",0.014462352282054957
"develop partnerships with businesses, communities, and other organizations to help meet identified educational needs and to provide school-to-work programs.",0.013029146200049512
"develop plans and estimate costs for installation of systems, utilization of facilities, or construction of structures.",0.003908743860014853
"develop plans or materials to communicate activities undertaken by organizations that are beneficial to the environment, public safety, or other important social issues.",0.0046904926320178245
"develop plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure and to meet emergency data processing needs.",0.01224739742804654
develop planting plans for clients to assist them to garden productively or achieve particular aesthetic effects.,0.00560253286602129
"develop preproduction ideas and incorporate them into outlines, scripts, story boards, and graphics.",0.02983674479811338
"develop pricing strategies, balancing firm objectives and customer satisfaction.",0.00586311579002228
"develop problem intervention procedures, using techniques such as interviews, consultations, role playing, and participant observation of group interactions.",0.03309403134812575
develop program plans for individuals or assist in plan development.,0.01706818152206486
develop programs or policy recommendations to achieve environmental goals in cost-effective ways.,0.002214954854008417
develop proposals that include documentation for estimates.,0.010162734036038618
develop protocols to improve existing genetic techniques or to incorporate new diagnostic procedures.,0.004039035322015348
"develop relationships and communicate with customers, site managers, developers, land owners, authorities, utility representatives, or residents.",0.008859819416033667
develop reports or presentations to communicate the effectiveness of sustainability initiatives.,0.0035178694740133683
develop safety procedures to be employed by workers operating equipment or working in close proximity to on-going chemical reactions.,0.004560201170017329
develop sales plans to introduce products in new markets.,0.002475537778009407
develop software applications or programming to use for statistical modeling and graphic analysis.,0.01276856327604852
develop specialized computer software routines to customize and integrate image analysis.,0.008338653568031687
"develop specialized computer software routines, internet-based geographic information systems (gis) databases, or business applications to customize geographic information.",0.002605829240009902
develop standards and guidelines to guide the use and acquisition of software and to protect vulnerable information.,0.12104076819845996
"develop statistical models or simulations of biochemical production, using statistical or modeling software.",0.00638428163802426
"develop story or content ideas, considering reader or audience appeal.",0.07139972117627132
develop strategies to advertise green products or merchandise to consumers.,0.002084663392007922
develop strategies to encourage new or increased contributions.,0.005081367018019309
"develop sustainability project goals, objectives, initiatives, or strategies in collaboration with other sustainability professionals.",0.004429909708016834
"develop system engineering, software engineering, system integration, or distributed system architectures.",0.0694453492462639
develop system interaction or sequence diagrams.,0.019674010762074763
"develop systems that produce electricity using renewable energy sources, such as wind, solar, or biofuels.",0.004560201170017329
"develop teaching aids such as instructional software, multimedia visual aids, or study materials.",0.026709749710101496
"develop teaching materials, such as syllabi, visual aids, answer keys, supplementary notes, or course web sites.",0.12130135112246095
"develop teaching or training materials, such as handouts, study materials, or quizzes.",0.12429805474847232
develop technical specifications for data management programming and communicate needs to information technology staff.,0.002084663392007922
develop testing procedures or direct activities of workers in laboratory.,0.007166030410027231
"develop tests, questionnaires, and procedures that measure the effectiveness of curricula and use these tools to determine whether program objectives are being met.",0.015374392516058422
develop theories based on personal observations or on observations and theories of other astronomers.,0.031009367956117837
"develop therapeutic and treatment plans based on clients' interests, abilities, and needs.",0.002475537778009407
develop three-dimensional simulations of automation systems.,0.003387578012012873
"develop training materials and procedures, or train users in the proper use of hardware or software.",0.003648160936013863
develop training programs or routines designed to improve athletic performance.,0.005732824328021784
"develop transactional web applications, using web programming software and knowledge of programming languages, such as hypertext markup language (html) and extensible markup language (xml).",0.10279996351839064
"develop treatment plan to meet needs of patient, based on needs assessment, patient interests and objectives of therapy.",0.008729527954033171
"develop treatment plans based on patients' histories and goals, the nature and severity of disorders, and treatment risks and benefits.",0.003257286550012378
"develop treatment plans based on scientific rationale, standards of care, and professional practice guidelines.",0.026058292400099024
"develop web site maps, application models, image templates, or page templates that meet project goals, user needs, or industry standards.",0.07035738948026736
"develop work plans, including writing specifications or establishing material, manpower, or facilities needs.",0.003257286550012378
"develop, copy, or adapt designs for garments, and design patterns to fit measurements, applying knowledge of garment design, construction, styling, and fabric.",0.0742661333402822
"develop, document, or maintain standards, best practices, or system usage procedures.",0.002214954854008417
"develop, implement or evaluate health information technology applications, tools, processes or structures to assist nurses with data management.",0.0023452463160089122
"develop, implement, and evaluate methods of data collection, such as questionnaires or interviews.",0.00612369871402327
"develop, implement, modify, and document recordkeeping and accounting systems, making use of current computer technology.",0.2080754648147907
"develop, implement, or manage plans or programs related to conservation or management of natural resources.",0.0035178694740133683
"develop, implement, or monitor security valuation policies.",0.0019543719300074264
"develop, maintain, and analyze budgets, preparing periodic reports that compare budgeted costs to actual costs.",0.00690544748602624
"develop, maintain, and troubleshoot information access aids, such as databases, annotated bibliographies, web pages, electronic pathfinders, software programs, and online tutorials.",0.02423421193209209
"develop, or contribute to the development of, educational or outreach programs on the environment or climate change.",0.002736120702010397
"develop, present, or respond to proposals for specific customer requirements, including request for proposal responses and industry-specific solutions.",0.02227984000208466
"develop, recommend, or manage security procedures for operations or processes, such as security call centers, system acquisition, development, and maintenance, access control, program models, or reporting tools.",0.05289833357220101
"develop, standardize, evaluate, or modify procedures, techniques, or tests used in the analysis of specimens or in medical laboratory experiments.",0.016286432750061888
"develop, test, or program new robots.",0.005993407252022775
"devise and evaluate methods and procedures for collecting data, such as surveys, opinion polls, or questionnaires, or arrange to obtain existing data.",0.017198472984065353
devise cultural methods or environmental controls for plants for which guidelines are sketchy or nonexistent.,0.002214954854008417
"devise or evaluate methods and procedures for collecting data, such as surveys, opinion polls, and questionnaires.",0.02058605099607823
"devise scalable recovery, purification, or fermentation processes for producing proteins or other biological substances for human or animal therapeutic use, food production or processing, biofuels, or effluent treatment.",0.002214954854008417
devise testing methods to evaluate the effects of various conditions on particular materials.,0.00612369871402327
"devise trading, option, or hedge strategies.",0.036090734974137145
devise ways in which congregational membership can be expanded.,0.005211658480019804
"diagnose and correct problems from remote locations, using special switchboards to find the sources of problems.",0.002736120702010397
diagnose and resolve media system problems.,0.008729527954033171
"diagnose and treat conditions such as chemical dependency, alcohol dependency, acquired immune deficiency syndrome (aids) dementia, and environmental toxin exposure.",0.0019543719300074264
"diagnose diseases or study medical conditions using techniques such as gross pathology, histology, cytology, cytopathology, clinical chemistry, immunology, flow cytometry, and molecular biology.",0.018501387604070305
diagnose electrical problems and install and rewire electrical components.,0.002214954854008417
"diagnose malfunctioning systems, apparatus, or components, using test equipment and hand tools to locate the cause of a breakdown and correct the problem.",0.00612369871402327
"diagnose mechanical problems and determine how to correct them, checking blueprints, repair manuals, or parts catalogs, as necessary.",0.023322171698088624
diagnose or treat disorders of the musculoskeletal system.,0.002866412164010892
"diagnose or treat injuries, disorders, or diseases of the eye and eye structures including the cornea, sclera, conjunctiva, or eyelids.",0.002084663392007922
diagnose performance problems by reviewing performance reports or documentation from customers or field engineers or inspecting malfunctioning or damaged products.,0.003648160936013863
"diagnose, test, or analyze the performance of electrical components, assemblies, or systems.",0.012117105966046045
"diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary.",1.5584161769879221
direct activities for stopping the spread of infections in facilities such as hospitals.,0.004299618246016338
"direct and coordinate activities involving sales of manufactured products, services, commodities, real estate or other subjects of sale.",0.0019543719300074264
"direct and coordinate construction, erection, or decoration activities in order to ensure that sets or exhibits meet design, budget, and schedule requirements.",0.005211658480019804
direct and stage dance presentations for various forms of entertainment.,0.003778452398014358
"direct and supervise employees engaged in sales, inventory-taking, reconciling cash receipts, or performing specific services.",0.002214954854008417
"direct collection of monthly assessments, rental fees, and deposits and payment of insurance premiums, mortgage, taxes, and incurred operating expenses.",0.0031269950880118825
"direct crop production operations, such as planning, tilling, planting, fertilizing, cultivating, spraying, or harvesting.",0.0046904926320178245
direct investigations to verify and resolve customer or shipper complaints.,0.002605829240009902
"direct live broadcasts, films and recordings, or non-broadcast programming for public entertainment or education.",0.007556904796028716
direct or conduct studies or research on issues affecting areas of responsibility.,0.004951075556018814
direct or coordinate activities of businesses involved with buying or selling investment products or financial services.,0.014071477896053473
"direct or coordinate an organization's financial or budget activities to fund operations, maximize investments, or increase efficiency.",0.014071477896053473
direct or provide home health services.,0.009250693802035153
"direct or train workers to install, maintain, or repair electrical wiring, equipment, or fixtures.",0.0029967036260113876
"direct preparation and distribution of written and verbal information to inform employees of benefits, compensation, and personnel policies.",0.0346575288921317
direct software programming and development of documentation.,0.004169326784015844
"direct team activities, establishing task priorities, scheduling and tracking work assignments, providing guidance, and ensuring the availability of resources.",0.002736120702010397
"direct the operation and organization of kitchens and all food-related activities, including the presentation and serving of food.",0.0019543719300074264
"direct, coordinate, and evaluate activities of staff and interns engaged in patient assessment and treatment.",0.0031269950880118825
"direct, coordinate, and evaluate the activities of personnel, including support staff, engaged in administering academic institutions, departments or alumni organizations.",0.007166030410027231
"direct, coordinate, or advise personnel in test procedures for analyzing components or physical properties of materials.",0.002605829240009902
"direct, coordinate, organize, or prioritize biological laboratory activities.",0.0019543719300074264
"direct, plan, or implement policies, objectives, or activities of organizations or businesses to ensure continuing operations, to maximize returns on investments, or to increase productivity.",0.005211658480019804
disclose merchant information and terms and policies of transactions in online or offline materials.,0.0019543719300074264
discuss data presentation requirements with clients.,0.03061849357011635
"discuss filter options, lens choices, and the visual effects of objects being filmed with photography directors and video operators.",0.0023452463160089122
discuss illnesses and treatments with patients and family members.,0.01732876444606585
discuss job performance problems with employees to identify causes and issues and to work on resolving problems.,0.0046904926320178245
discuss test results and analyses with customers.,0.0029967036260113876
discuss the treatment of problems with clients.,0.07374496749228023
discuss translation requirements with clients and determine any fees to be charged for services provided.,0.006253990176023765
"discuss with surgeon the nature of the surgical procedure, including operative consent, methods of operative exposure, diagnostic or laboratory data, or patient-advanced directives or other needs.",0.002736120702010397
"discuss with the client the product, advertising themes and methods, and any changes that should be made in advertising copy.",0.006514573100024756
"dispense herbal formulas and inform patients of dosages and frequencies, treatment duration, possible side effects and drug interactions.",0.002214954854008417
"display commercial, industrial, agricultural, and residential properties to clients and explain their features.",0.010423316960039609
"disseminate information about nursing informatics science and practice to the profession, other health care professions, nursing students, and the public.",0.002736120702010397
"disseminate information regarding tools, reports, or metadata enhancements.",0.018240804680069316
"disseminate research results through academic publications, written reports, or public presentations.",0.003387578012012873
"distinguish between homonyms and recognize inconsistencies and mistakes in medical terms, referring to dictionaries, drug references, and other sources on anatomy, physiology, and medicine.",0.007166030410027231
"distribute or regulate the flow of power between entities, such as generating stations, substations, distribution lines, or users, keeping track of the status of circuits or connections.",0.007556904796028716
"document account activities, generate reports, and keep records of business transactions with customers and suppliers.",0.010423316960039609
"document activities and record information, such as the numbers of applications completed, presentations conducted, and persons assisted.",0.005472241404020794
"document all database changes, modifications, or problems.",0.060455238368229726
document all investigative activities.,0.002605829240009902
"document and communicate database schemas, using accepted notations.",0.12977029615249314
document and maintain records of precision agriculture information.,0.003908743860014853
"document computer security and emergency measures policies, procedures, and tests.",0.038175398366145065
"document data related to patients' care including assessment results, interventions, medications, patient responses, or treatment changes.",0.008208362106031193
"document design processes including objectives, issues, and outcomes.",0.02019517661007674
"document design specifications, installation instructions, and other system-related information.",0.011856523042045054
"document examination results, treatment plans, and patients' outcomes.",0.004169326784015844
document findings of physical examinations.,0.0019543719300074264
"document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.",0.16403695065862334
document methods used and write technical reports containing information collected.,0.12638271814048024
"document non-destructive testing (ndt) methods, processes, or results.",0.04078122760615497
document or review comprehensive patients' histories with an emphasis on occupation or environmental risks.,0.007687196258029211
"document patient information including session notes, progress notes, recommendations, and treatment plans.",0.002866412164010892
"document patients' health histories, symptoms, physical conditions, or other diagnostic information.",0.0023452463160089122
"document patients' medical and psychological histories, physical assessment results, diagnoses, treatment plans, prescriptions, or outcomes.",0.003257286550012378
document patients' medical histories and assessment findings.,0.004169326784015844
"document patients' treatment plans, interventions, outcomes, or plan revisions.",0.004299618246016338
"document physical supply chain processes, such as workflows, cycle times, position responsibilities, or system flows.",0.009902151112037629
document procedures for hardware and software installation and use.,0.034266654506130215
"document robotic application development, maintenance, or changes.",0.005472241404020794
document robotics test procedures and results.,0.004039035322015348
document route of specimens from collection to laboratory analysis and diagnosis.,0.007426613334028221
"document security transactions, such as purchases, sales, conversions, redemptions, or payments, using computers, accounting ledgers, or certificate records.",0.014592643744055452
"document software defects, using a bug tracking system, and report defects to software developers.",0.08638323930632825
"document specifications for business intelligence or information technology (it) reports, dashboards, or other outputs.",0.019283136376073276
document technical functions and specifications for new or proposed content management systems.,0.08065041497830647
document technical specifications and operating standards for telecommunications equipment.,0.007947779182030202
"document test results, using cameras, spreadsheets, documents, or other tools.",0.030097327722114372
"document the performance, interpretation, or outcomes of all procedures performed.",0.020716342458078723
"document, design, code, or test geographic information systems (gis) models, internet mapping solutions, or other applications.",0.002605829240009902
"draft detail and assembly drawings of design components, circuitry and printed circuit boards, using computer-assisted equipment or standard drafting techniques and devices.",0.002736120702010397
draft detailed dimensional drawings and design layouts for projects and to ensure conformance to specifications.,0.0019543719300074264
"draft or proofread judicial opinions, decisions, or citations.",0.018240804680069316
draft speeches for company executives and arrange interviews and other forms of contact for them.,0.009511276726036143
"draw and print charts, graphs, illustrations, and other artwork, using computer.",0.002475537778009407
"draw charts and graphs, using computer spreadsheets, to illustrate technical reports.",0.05941290667222577
draw conclusions or make predictions based on data summaries or statistical analyses.,0.16950919206264414
"draw cutting lines on material following patterns, templates, sketches, or blueprints, using chalk, pencils, paint, or other methods.",0.003648160936013863
"draw rough and detailed scale plans for foundations, buildings, and structures, based on preliminary concepts, sketches, engineering calculations, specification sheets, and other data.",0.0029967036260113876
draw up contracts for advertising work and collect payments due.,0.002475537778009407
draw up detailed specifications and discuss projects with customers.,0.002214954854008417
edit and submit protocols and other required research documentation.,0.004039035322015348
"edit broadcast material electronically, using computers.",0.004039035322015348
"edit films and videotapes to insert music, dialogue, and sound effects, to arrange films into sequences, and to correct errors, using editing equipment.",0.007426613334028221
"edit graphics and photos, using pixel or bitmap editing, airbrushing, masking, or image retouching.",0.004560201170017329
edit historical society publications.,0.002475537778009407
"edit instructional materials, such as books, simulation exercises, lesson plans, instructor guides, and tests.",0.1523107190785788
edit manuscripts for professional journals.,0.00690544748602624
edit news material to ensure that it fits within available time or space.,0.005732824328021784
edit or assist in editing videos for broadcast.,0.005211658480019804
"edit or rewrite existing copy as necessary, and submit copy for approval by supervisor.",0.7559510625268726
"edit, standardize, or make changes to material prepared by other writers or establishment personnel.",0.8543211163372465
"educate and counsel patients on contact lens care, visual hygiene, lighting arrangements and safety factors.",0.0023452463160089122
educate customers on energy efficiency or answer questions on topics such as the costs of running household appliances or the selection of energy efficient appliances.,0.0023452463160089122
"educate healthcare workers, patients, and the public about infectious and communicable diseases, including disease transmission and prevention.",0.005081367018019309
"educate or advise clients on animal health care, nutrition, or behavior problems.",0.010423316960039609
"educate patients about diagnoses, prognoses, or treatments.",0.01198681450404555
educate patients about health care management.,0.003908743860014853
educate patients about maintenance and promotion of healthy vision.,0.006253990176023765
"educate patients about self-management of acute or chronic illnesses, tailoring instructions to patients' individual circumstances.",0.006775156024025746
"educate patients and family members about mental health and medical conditions, preventive health measures, medications, or treatment plans.",0.031921408190121306
"educate patients and their families about their conditions and teach appropriate disease management techniques, such as breathing exercises or the use of medications or respiratory equipment.",0.02449479485609308
"educate the public about health issues or enforce health legislation to prevent disease, to promote health, or to help people understand health protection procedures and regulations.",0.002605829240009902
"educate, prepare, and reassure patients and their families by answering questions, providing physical assistance, and reinforcing physicians' advice regarding treatment reactions or post-treatment care.",0.002866412164010892
"electronically sort and compile text and numerical data, retrieving, updating, and merging documents as required.",0.020846633920079218
emphasize product features based on analyses of customers' needs and on technical knowledge of product capabilities and limitations.,0.003908743860014853
employ financial models to develop solutions to financial problems or to assess the financial or capital impact of transactions.,0.030488202108115856
"encourage clients to express their feelings and discuss what is happening in their lives, helping them to develop insight into themselves or their relationships.",0.011465648656043569
encourage individuals and family members to develop and use skills and strategies for confronting their problems in a constructive manner.,0.0693150577842634
encrypt data transmissions and erect firewalls to conceal confidential information as it is being transmitted and to keep out tainted digital transfers.,0.017198472984065353
"engineer, install, maintain, or repair security systems, programmable logic controls, or other security-related electronic systems.",0.007426613334028221
enhance the cultural sensitivity of elementary and secondary curricula and classroom interactions in collaboration with educators and teachers.,0.0029967036260113876
enter claims information into database systems.,0.008859819416033667
enter codes and instructions to program computer-controlled machinery.,0.017719638832067335
enter codes needed to correct electronic switching system programming.,0.0023452463160089122
enter commands and observe system functioning to verify correct operations and detect errors.,0.006514573100024756
"enter commands or load control media, such as tapes, cards, or disks, into machine controllers to retrieve programmed instructions.",0.009120402340034658
"enter computer commands to store or retrieve parts patterns, graphic displays, or programs that transfer data to other media.",0.002214954854008417
enter data into computers for use in analyses or reports.,0.002605829240009902
enter data into computers to record characteristics of nuclear events or to locate coordinates of particles.,0.00612369871402327
"enter data, such as demographic characteristics, history and extent of disease, diagnostic procedures, or treatment into computer.",0.002214954854008417
"enter or retrieve information from structural databases, protein sequence motif databases, mutation databases, genomic databases or gene expression databases.",0.010162734036038618
"enter text into computer keyboard and select the size and style of type, column width, and appropriate spacing for printed materials.",0.02762178994410496
"enter, position, and alter text size, using computers, to make up and arrange pages so that printed materials can be produced.",0.045602011700173285
"establish and calculate optimum values for database parameters, using manuals and calculator.",0.007947779182030202
"establish and communicate clear objectives for all lessons, units, and projects to students, parents, or guardians.",0.002214954854008417
establish and execute a project communication plan.,0.002214954854008417
establish and implement operational standards and procedures for the departments supervised.,0.003908743860014853
"establish and maintain effective working relationships with clients, government officials, and media representatives and use these relationships to develop new business opportunities.",0.04508084585217131
establish and maintain relationships with individual or business customers or provide assistance with problems these customers may encounter.,0.010944482808041589
"establish budgets, and work within budgetary limits.",0.002475537778009407
"establish clear objectives for all lessons, units, and projects and communicate those objectives to students.",0.0029967036260113876
"establish clear objectives for all lessons, units, and projects, and communicate these objectives to students.",0.002736120702010397
establish credit policies and operating procedures.,0.0023452463160089122
establish objectives and evaluative or operational criteria for units they manage.,0.004039035322015348
"establish operational policies and procedures and make any necessary modifications, based on analysis of operations, demographics, and other research information.",0.009902151112037629
establish or conduct quarantine or testing procedures that prevent the spread of diseases to other animals or to humans and that comply with applicable government regulations.,0.003387578012012873
"establish or maintain cooperative relationships with representatives of community, consumer, employee, or public interest groups.",0.019674010762074763
establish payment priorities according to credit terms and interest rates to reduce clients' overall costs.,0.003778452398014358
establish procedures or systems for publishing document submissions either in hardcopy or electronic formats.,0.060715821292230715
establish system operating or training requirements to ensure optimized human-machine interfaces.,0.006775156024025746
establish tables of accounts and assign entries to proper accounts.,0.003778452398014358
"estimate amounts and costs of required supplies, such as food and ingredients.",0.009511276726036143
estimate cost of completed work or of needed renovations or upgrades.,0.003908743860014853
"estimate food, liquor, wine, and other beverage consumption to anticipate amounts to be purchased or requisitioned.",0.009641568188036638
"estimate labor, material, or construction costs for budget preparation purposes.",0.01250798035204753
estimate market value of products or services.,0.005472241404020794
"estimate material requirements and costs, and present design to client for approval.",0.004299618246016338
"estimate or quote prices, credit or contract terms, warranties, and delivery dates.",0.002866412164010892
"estimate production costs, cost saving methods, and the effects of product design changes on expenditures for management review, action, and control.",0.0023452463160089122
"estimate time for debt repayment given amount of debt, interest rates, and available funds.",0.004820784094018319
evaluate advertising and promotion programs for compatibility with public relations efforts.,0.005211658480019804
evaluate and compare the relative quality of various securities in a given industry.,0.008859819416033667
"evaluate and grade examinations, assignments, or papers and record grades.",0.017980221756068324
"evaluate and grade students' class work, assignments, and papers.",0.09120402340034657
"evaluate and grade students' class work, assignments, papers, and oral presentations.",0.039869187372151504
"evaluate and grade students' class work, laboratory work, assignments, and papers.",0.017198472984065353
"evaluate and grade students' class work, laboratory work, projects, assignments, and papers.",0.014071477896053473
"evaluate and grade students' class work, performances, projects, assignments, and papers.",0.007947779182030202
evaluate and select providers of services according to customer requirements.,0.002605829240009902
"evaluate applications, records, or documents to gather information about eligibility or liability issues.",0.005472241404020794
evaluate business operations to identify risk areas for fraud.,0.002866412164010892
evaluate chemical equipment and processes to identify ways to optimize performance or to ensure compliance with safety and environmental regulations.,0.007166030410027231
"evaluate code to ensure that it is valid, is properly structured, meets industry standards, and is compatible with browsers, devices, or operating systems.",0.14097536188453572
"evaluate construction methods and determine cost-effectiveness of plans, using computer models.",0.0029967036260113876
evaluate costs and revenue of agreements to determine continued profitability.,0.009771859650037133
"evaluate current or emerging technologies to consider factors such as cost, portability, compatibility, or usability.",0.0029967036260113876
"evaluate curricula, teaching methods, and programs to determine their effectiveness, efficiency, and utilization, and to ensure that school activities comply with federal, state, and local regulations.",0.04599288608617477
evaluate data and write reports to validate or indicate deviations from existing standards.,0.004299618246016338
evaluate effectiveness of current or future logistical processes.,0.0023452463160089122
"evaluate effects of drugs, gases, pesticides, parasites, and microorganisms at various levels.",0.004169326784015844
evaluate effects of treatment at various stages and adjust treatments to achieve maximum benefit.,0.00560253286602129
evaluate employee performance and prepare performance appraisals.,0.003387578012012873
"evaluate employee performance and recommend personnel actions such as promotions, transfers, and dismissals.",0.004820784094018319
evaluate employees' job performance and conformance to regulations and recommend appropriate personnel action.,0.002605829240009902
evaluate environmental regulations or social pressures related to environmental issues to inform strategic or operational decision-making.,0.002866412164010892
evaluate existing systems to determine effectiveness and suggest changes to meet organizational requirements.,0.026058292400099024
"evaluate factors such as reporting formats required, cost constraints, and need for security restrictions to determine hardware configuration.",0.006253990176023765
"evaluate factors such as reporting formats required, cost constraints, or need for security restrictions to determine hardware configuration.",0.013289729124050501
"evaluate financial reporting systems, accounting or collection procedures, or investment activities and make recommendations for changes to procedures, operating systems, budgets, or other financial control functions.",0.02983674479811338
evaluate findings and develop strategies and arguments in preparation for presentation of cases.,0.010162734036038618
evaluate food processing and storage operations and assist in the development of quality assurance programs for such operations.,0.00586311579002228
evaluate genetic data by performing appropriate mathematical or statistical calculations and analyses.,0.017198472984065353
"evaluate instructor performance and the effectiveness of training programs, providing recommendations for improvement.",0.010683899884040598
"evaluate job positions, determining classification, exempt or non-exempt status, and salary.",0.002475537778009407
"evaluate land and neighborhoods where properties are situated, considering locations and trends or impending changes that could influence future values.",0.00690544748602624
"evaluate local area network (lan) or wide area network (wan) performance data to ensure sufficient availability or speed, to identify network problems, or for disaster recovery purposes.",0.003257286550012378
"evaluate material properties, using radio astronomy, voltage and amperage measurement, or rheometric flow measurement.",0.012117105966046045
evaluate mortgage options to help clients obtain financing at the best prevailing rates and terms.,0.026840041172101994
evaluate network designs to determine whether customer requirements are met efficiently and effectively.,0.004169326784015844
evaluate new technologies and methods to make recommendations regarding their use.,0.0029967036260113876
"evaluate or make recommendations for standards of care or clinical operations, ensuring compliance with applicable regulations, ethics, legislation, or policies.",0.018501387604070305
evaluate or recommend server hardware or software.,0.051465127490195564
evaluate or recommend software for testing or bug tracking.,0.01381089497205248
evaluate potential health hazards or damage that could occur from product misuse.,0.002475537778009407
evaluate power production or demand trends to identify opportunities for improved operations.,0.013029146200049512
"evaluate processes and technologies, and suggest revisions to increase productivity and efficiency.",0.005211658480019804
"evaluate programs and policies, and make related recommendations to institutions and organizations.",0.008990110878034162
evaluate project plans and proposals to assess feasibility issues.,0.0046904926320178245
"evaluate recruitment or selection criteria to ensure conformance to professional, statistical, or testing standards, recommending revisions, as needed.",0.020716342458078723
evaluate sources of information to determine any limitations in terms of reliability or usability.,0.1624734531146174
"evaluate staff performance, recording evaluations on appropriate forms.",0.003387578012012873
"evaluate students' or individuals' abilities, interests, and personality characteristics using tests, records, interviews, or professional sources.",0.019934593686075752
"evaluate the financial aspects of product development, such as budgets, expenditures, research and development appropriations, or return-on-investment and profit-loss projections.",0.005211658480019804
"evaluate the organization's technology use and needs and recommend improvements, such as hardware and software upgrades.",0.029315578950111398
"evaluate the performance of vendors, contract employees, or other service providers to ensure quality and cost-efficiency.",0.002084663392007922
"evaluate the potential of new product developments or market opportunities, according to factors such as business plans, technologies, or market potential.",0.009120402340034658
evaluate the quality and effectiveness of nursing practice or organizational systems.,0.004951075556018814
"evaluate the structure, efficiency, activities, and performance of government agencies.",0.0035178694740133683
"evaluate the use of technologies, such as global positioning systems (gps), radio-frequency identification (rfid), route navigation software, or satellite linkup systems, to improve transportation efficiency.",0.019543719300074265
evaluate the work of staff and volunteers to ensure that programs are of appropriate quality and that resources are used effectively.,0.003648160936013863
"evaluate training materials prepared by instructors, such as outlines, text, or handouts.",0.00638428163802426
"evaluate treatment outcomes and recommend new or altered treatments as necessary to further promote, restore, or maintain health.",0.01732876444606585
evaluate violations or problems discovered during inspections to determine appropriate regulatory actions or to provide advice on the development and prosecution of regulatory cases.,0.00586311579002228
evaluate workers' performance and prepare written performance evaluations.,0.0029967036260113876
examine accounting systems and records to determine whether accounting methods used were appropriate and in compliance with statutory provisions.,0.002475537778009407
"examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.",0.004169326784015844
examine and inspect machines to detect malfunctions.,0.002736120702010397
"examine and observe animals to detect signs of illness, disease, or injury.",0.004951075556018814
"examine and test machinery, equipment, components, and parts for defects to ensure proper functioning.",0.002084663392007922
examine animals to detect symptoms of illness or injury.,0.0046904926320178245
"examine blueprints, drawings, work orders, or patterns to determine equipment set-up or selection details, procedures to be used, or dimensions of final products.",0.004820784094018319
"examine cell samples to detect abnormalities in the color, shape, or size of cellular components and patterns.",0.015504683978058919
"examine chemical or biological samples to identify cell structures or to locate bacteria or extraneous material, using a microscope.",0.011465648656043569
examine children regularly to assess their growth and development.,0.004820784094018319
"examine damaged vehicle to determine extent of structural, body, mechanical, electrical, or interior damage.",0.002084663392007922
examine documents to determine degree of risk from such factors as applicant financial standing and value and condition of property.,0.002736120702010397
"examine documents, materials, or products and monitor work processes to assess completeness, accuracy, and conformance to standards and specifications.",0.007166030410027231
"examine drawings, negatives, or photographic prints to determine coloring, shading, accenting, or other changes required for retouching or restoration.",0.011335357194043076
examine employee files to answer inquiries and provide information for personnel actions.,0.0019543719300074264
"examine immigration applications, visas, and passports and interview persons to determine eligibility for admission, residence, and travel in the u.s.",0.06084611275423121
examine income records and operating costs of income properties.,0.002866412164010892
examine legal data to determine advisability of defending or prosecuting lawsuit.,0.0031269950880118825
examine legal documents submitted to courts for adherence to laws or court procedures.,0.015895558364060404
"examine letters from policyholders or agents, original insurance applications, and other company documents to determine if changes are needed and effects of changes.",0.005341949942020299
"examine merchandise to ensure correct pricing and display, and that it functions as advertised.",0.0029967036260113876
examine merchandise to ensure that it is correctly priced and displayed and that it functions as advertised.,0.005472241404020794
examine microscopic samples to identify diseases or other abnormalities.,0.013941186434052977
examine museum collections of hominid fossils to classify anatomical and physiological variations and to determine how they fit into evolutionary theory.,0.006253990176023765
examine objects to be included in exhibits in order to plan where and how to display them.,0.02475537778009407
"examine objects, systems, or facilities and analyze information to determine needed installations, services, or repairs.",0.015895558364060404
"examine or test crops or products to estimate their value, determine their grade, or locate any evidence of disease or insect damage.",0.002605829240009902
"examine parts for damage or excessive wear, using micrometers and gauges.",0.006775156024025746
"examine physiological, morphological, and cultural characteristics, using microscope, to identify and classify microorganisms in human, water, and food specimens.",0.016937890060064364
examine records and interview workers to ensure recording of transactions and compliance with laws and regulations.,0.004560201170017329
examine records to locate links in chains of evidence or information.,0.002736120702010397
"examine records, reports, or other documents to establish facts or detect discrepancies.",0.034266654506130215
"examine sample garments on and off models, modifying designs to achieve desired effects.",0.005472241404020794
"examine shipment contents and compare with records such as manifests, invoices, or orders to verify accuracy.",0.002866412164010892
"examine sketches, diagrams, samples, blueprints, or photographs to decide how designs are to be etched, cut, or engraved onto workpieces.",0.00690544748602624
"examine sketches, photographs, and plaster models in order to obtain desired character image depiction.",0.005211658480019804
examine societal issues and their relationship with both technical systems and the environment.,0.08442886737632083
examine specimens to detect abnormal hormone conditions.,0.002736120702010397
examine specimens using microscopes to evaluate specimen quality.,0.007817487720029706
"examine teeth, gums, and related tissues, using dental instruments, x-rays, or other diagnostic equipment, to evaluate dental health, diagnose diseases or abnormalities, and plan appropriate treatments.",0.005081367018019309
"examine the type and location of nearby services, such as shopping centers, schools, parks, and other neighborhood features, to evaluate their impact on property values.",0.0035178694740133683
"examine theories, such as those of probability and inference, to discover mathematical bases for new or improved methods of obtaining and evaluating numerical data.",0.06788185170225794
"examine whether the organization's objectives are reflected in its management activities, and whether employees understand the objectives.",0.008468945030032182
examine work orders and converse with equipment operators to detect equipment problems and to ascertain whether mechanical or human errors contributed to the problems.,0.005081367018019309
"examine, evaluate, or process loan applications.",0.003778452398014358
"examine, feel, and taste product samples during production to evaluate quality, color, texture, flavor, and bouquet, and document the results.",0.003387578012012873
execute or manage social media campaigns to inform search marketing tactics.,0.019674010762074763
"experiment with different sounds, and types and pieces of music, using synthesizers and computers as necessary to test and evaluate ideas.",0.003257286550012378
"explain and calculate parking charges, collect fees from customers, and respond to customer complaints.",0.002084663392007922
explain and demonstrate artistic techniques.,0.053028625034201506
"explain and demonstrate the use of sports and training equipment, such as trampolines or weights.",0.003257286550012378
explain and enforce safety regulations and policies.,0.010683899884040598
explain and enforce safety rules and regulations.,0.01198681450404555
"explain and interpret house rules, such as game rules or betting limits, for patrons.",0.0046904926320178245
explain changes in contract provisions to customers.,0.007687196258029211
"explain company personnel policies, benefits, and procedures to employees or job applicants.",0.010162734036038618
explain contracts or related documents to customers.,0.007426613334028221
explain design specifications to integration or test engineers.,0.01680759859806387
"explain diagnostic procedures such as chorionic villus sampling (cvs), ultrasound, fetal blood sampling, and amniocentesis.",0.006514573100024756
explain drawings to production or construction teams and provide adjustments as necessary.,0.008859819416033667
explain exercise program or physiological testing procedures to participants.,0.01563497544005941
explain federal and state tax laws to individuals and companies.,0.09094344047634557
"explain general financial topics to clients, such as credit report ratings, bankruptcy laws, consumer protection laws, wage attachments, or collection actions.",0.2342640486768902
"explain goals, policies, or procedures to staff members.",0.01120506573204258
"explain how various menu items are prepared, describing ingredients and cooking methods.",0.006514573100024756
"explain magnetic resonance imaging (mri) procedures to patients, patient representatives, or family members.",0.003778452398014358
explain medical instructions to patients or family members.,0.008208362106031193
explain necessary bookkeeping requirements for customer to implement and provide group insurance program.,0.003648160936013863
explain or demonstrate correct operation or preventive maintenance of medical equipment to personnel.,0.0035178694740133683
explain police operations to subordinates to assist them in performing their job duties.,0.0029967036260113876
"explain policies, procedures, or services to patients using medical or administrative knowledge.",0.04612317754817527
"explain principles, techniques, and safety procedures to participants in recreational activities and demonstrate use of materials and equipment.",0.002084663392007922
explain procedures and discuss test results or prescribed treatments with patients and parents or guardians.,0.010553608422040103
explain procedures and discuss test results or prescribed treatments with patients.,0.018501387604070305
explain procedures and observe patients to ensure safety and comfort during scan.,0.002084663392007922
explain procedures or forms to parties in cases or to the general public.,0.05550416281221092
explain procedures to patients to reduce anxieties and obtain cooperation.,0.003257286550012378
"explain procedures to patients, family members, staff members or others.",0.00690544748602624
explain products or services and prices and demonstrate use of products.,0.009380985264035649
"explain products or services and prices, and answer questions from customers.",0.04234472515016091
"explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.",0.01198681450404555
"explain recommendations, policies, procedures, requirements, or other related information to residents or building owners.",0.017198472984065353
"explain rental fees, policies, and procedures.",0.012638271814048026
"explain services or policies to clients, such as debt management program rules, the advantages and disadvantages of using services, or creditor concession policies.",0.037523941056142596
explain stock market terms or trading practices to clients.,0.11022657685241885
explain survey objectives and procedures to interviewees and interpret survey questions to help interviewees' comprehension.,0.002605829240009902
explain test procedures and safety precautions to patients and provide them with assistance during test procedures.,0.006514573100024756
explain testing procedures to patients to obtain cooperation and reduce anxiety.,0.00690544748602624
"explain the origins and physical, social, or cultural development of humans, including physical attributes, cultural traditions, beliefs, languages, resource management practices, and settlement patterns.",0.09628539041836588
explain to clients the personal financial advisor's responsibilities and the types of services to be provided.,0.01732876444606585
explain to customers how specific types of advertising will help promote their products or services in the most effective way possible.,0.019283136376073276
"explain to customers the different types of loans and credit options that are available, as well as the terms of those services.",0.043517348308165366
explain treatment procedures to patients to gain cooperation and allay fears.,0.06866360047426093
"explain treatment procedures, medications, diets, or physicians' instructions to patients.",0.0046904926320178245
"explain use of library facilities, resources, equipment, and services and provide information about library policies.",0.0023452463160089122
explore and develop musical ideas based on sources such as imagination or sounds in the environment.,0.003648160936013863
"extend existing software programs, web-based interactive tools, or database queries as sequence management and analysis needs evolve.",0.014071477896053473
"fabricate, install, position, or connect components, parts, finished products, or instruments for testing or operational purposes.",0.003257286550012378
"facilitate consumer relations or the relationship between parts of the company, such as the managers and employees, or different branch offices.",0.008729527954033171
"file and store completed documents on computer hard drive or disk, or maintain a computer filing system to store, retrieve, update and delete documents.",0.018110513218068818
file data and related information and maintain and update databases.,0.0019543719300074264
"fill cracks, holes, or joints with caulk, putty, plaster, or other fillers, using caulking guns or putty knives.",0.0023452463160089122
fill pipes or plumbing fixtures with water or air and observe pressure gauges to detect and locate leaks.,0.004429909708016834
follow ethical codes that protect the confidentiality of information.,0.003778452398014358
"follow recipes to produce food products of specified flavor, texture, clarity, bouquet, or color.",0.11374444632643224
follow relevant safety regulations and state laws governing vehicle operation and ensure that passengers follow safety regulations.,0.002084663392007922
"follow special cargo-related procedures, such as checking refrigeration systems for frozen foods or providing food or water for livestock.",0.0029967036260113876
"forecast and track marketing and sales trends, analyzing collected data.",0.010553608422040103
"formulate and implement training programs, applying principles of learning and individual differences.",0.00560253286602129
"formulate basic layout design or presentation approach and specify material details, such as style and size of type, photographs, graphics, animation, video, and sound.",0.015895558364060404
"formulate environmental plan to be practical, esthetic, and conducive to intended purposes, such as raising productivity or selling merchandise.",0.0031269950880118825
formulate general rules that describe and predict the development and behavior of cultures and social institutions.,0.04390822269416685
"formulate herbal preparations to treat conditions considering herbal properties such as taste, toxicity, effects of preparation, contraindications, and incompatibilities.",0.003387578012012873
"formulate mathematical models or other methods of computer analysis to develop, evaluate, or modify design, according to customer engineering requirements.",0.005993407252022775
"formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters.",0.058109992052220824
formulate or implement sustainability campaign or marketing strategies.,0.003778452398014358
formulate or modify recipes for specific kinds of food products.,0.008078070644030697
formulate policies and procedures for bid proposals and procurement of goods and services.,0.002214954854008417
"formulate policies and procedures related to public information programs, working with public relations executives.",0.004560201170017329
"formulate policies, procedures and programs for recruitment, testing, placement, classification, orientation, benefits and compensation, and labor and industrial relations.",0.005341949942020299
"formulate pricing policies for merchandise, according to profitability requirements.",0.0029967036260113876
formulate pricing policies on merchandise according to profitability requirements.,0.002084663392007922
"formulate recommendations, policies, or plans to solve economic problems or to interpret markets.",0.04130239345415695
formulate strategic plans for the institution.,0.005081367018019309
"formulate, direct, or coordinate marketing activities or policies to promote products or services, working with advertising or promotion managers.",0.07283292725827677
furnish customers with information on events or activities.,0.005211658480019804
furnish taxpayers with sufficient information and advice to ensure correct tax form completion.,0.011856523042045054
"gather and analyze research data, such as statutes, decisions, and legal articles, codes, and documents.",0.002736120702010397
"gather and compile geographic data from sources including censuses, field observations, satellite imagery, aerial photographs, and existing maps.",0.002475537778009407
gather and organize information on problems or procedures.,0.008599236492032676
gather and organize information to plan advertising campaigns.,0.011465648656043569
"gather data from sources such as surface or upper air stations, satellites, weather bureaus, or radar for use in meteorological reports or forecasts.",0.007817487720029706
"gather data on competitors and analyze their prices, sales, and method of marketing and distribution.",0.015374392516058422
"gather data pertaining to customer needs, and use the information to identify, predict, interpret, and evaluate system and network requirements.",0.0019543719300074264
"gather diagnostic data from sources such as case documentation, observations of clients, or interviews with clients or family members.",0.004299618246016338
gather financial documents related to investigations.,0.008729527954033171
"gather historical data from sources such as archives, court records, diaries, news files, and photographs, as well as collect data sources such as books, pamphlets, and periodicals.",0.03843598129014606
"gather information from doctors, schools, social workers, juvenile counselors, law enforcement personnel, and others to make recommendations to courts for resolution of child custody or visitation disputes.",0.004560201170017329
"gather intelligence information by field observation, confidential information sources, or public records.",0.01276856327604852
"gather records pertinent to specific problems, review them for completeness and accuracy, and attach records to correspondence as necessary.",0.02475537778009407
"gather, analyze, correlate, or evaluate information from a variety of resources, such as law enforcement databases.",0.004951075556018814
"gather, analyze, or document user feedback to locate or resolve sources of problems.",0.003648160936013863
"generate financial ratios, using computer programs, to evaluate customers' financial status.",0.002084663392007922
"generate lists of properties for sale, their locations, descriptions, and available financing options, using computers.",0.003778452398014358
generate lists of properties that are compatible with buyers' needs and financial resources.,0.0035178694740133683
generate or identify sales leads for green products and technologies.,0.002214954854008417
"generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.",0.20273351487277036
"grade food products according to government regulations or according to type, color, bouquet, and moisture content.",0.0035178694740133683
"grade homework and tests, and compute and record results, using answer sheets or electronic marking devices.",0.0046904926320178245
greet customers and ascertain what each customer wants or needs.,0.03765423251814309
greet customers and ask about the quality of service they are receiving.,0.0046904926320178245
greet customers entering establishments.,0.02267071438808615
"greet passengers, provide information, and answer questions concerning fares, schedules, transfers, and routings.",0.008338653568031687
greet visitors or callers and handle their inquiries or direct them to the appropriate persons according to their needs.,0.006514573100024756
"guide and counsel students with adjustment or academic problems, or special academic interests.",0.06462456515224557
"guide and counsel students with adjustments or academic problems, or special academic interests.",0.003387578012012873
guide clients in the development of skills or strategies for dealing with their problems.,0.529765084494013
"guide clients in the gathering of information, such as bank account records, income tax returns, life and disability insurance records, pension plans, or wills.",0.004429909708016834
guide design discussions between development teams.,0.002866412164010892
handle customer complaints and take appropriate action to resolve them.,0.002736120702010397
hear and resolve complaints from customers or the public.,0.004039035322015348
help children with homework and school work.,0.004039035322015348
help develop or monitor family schedule.,0.005993407252022775
"help patrons find and use library resources, such as reference materials, audio-visual equipment, computers, and other electronic resources and provide technical assistance when needed.",0.008078070644030697
"help physicians, radiation oncologists, or clinical physicists to prepare physical or technical aspects of radiation treatment plans, using information about patient condition and anatomy.",0.003387578012012873
help programmers and systems analysts test and debug new programs.,0.16104024703261197
"hold public meetings with government officials, social scientists, lawyers, developers, the public, or special interest groups to formulate, develop, or address issues regarding land use or community plans.",0.00638428163802426
"identify and analyze areas of potential risk to the assets, earning capacity, or success of organizations.",0.006253990176023765
identify and analyze industry or geographic trends with business strategy implications.,0.02045575953407773
identify and build relationships with potential donors.,0.005732824328021784
"identify and classify documents or other electronic content according to characteristics such as security level, function, and metadata.",0.002605829240009902
"identify and document goals, anticipated progress, and plans for reevaluation.",0.00586311579002228
identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.,0.002214954854008417
"identify and implement benefits to increase the quality of life for employees, by working with brokers and researching benefits issues.",0.0023452463160089122
"identify and quantify drugs or poisons found in biological fluids or tissues, in foods, or at crime scenes.",0.002214954854008417
identify and recruit potential volunteer workers.,0.004951075556018814
identify and report problems in obtaining valid data.,0.04130239345415695
identify and resolve inconsistencies in interviewees' responses by means of appropriate questioning or explanation.,0.002084663392007922
identify and respond to emergency physical or mental health situations.,0.01172623158004456
"identify and share research, recommendations, or other information regarding legal liabilities, risk management, or quality of care.",0.007947779182030202
identify and troubleshoot equipment problems.,0.003387578012012873
identify appropriate key performance indicators (kpis) and report key metrics from digital campaigns.,0.005732824328021784
"identify children showing signs of emotional, developmental, or health-related problems and discuss them with supervisors, parents or guardians, and child development specialists.",0.002084663392007922
identify compliance issues that require follow-up or investigation.,0.004429909708016834
"identify defective sectionalizing devices, circuit breakers, fuses, voltage regulators, transformers, switches, relays, or wiring, using wiring diagrams and electrical-testing instruments.",0.0023452463160089122
identify defects in solid materials using ultrasonic testing techniques.,0.0019543719300074264
identify energy savings opportunities and make recommendations to achieve more energy efficient operation.,0.005472241404020794
"identify environmental requirements of a particular species, and select and oversee the preparation of sites for species cultivation.",0.007556904796028716
identify funding sources and write grant proposals for eligible programs or services.,0.0046904926320178245
identify group or individual target investors for a specific fund.,0.002475537778009407
"identify installation locations with proper orientation, area, solar access, or structural integrity for photovoltaic (pv) arrays.",0.006775156024025746
identify issues for research and analysis.,0.024103920470091595
"identify key risks and mitigating factors of potential investments, such as asset types and values, legal and ownership structures, professional reputations, customer bases, or industry segments.",0.0066448645620252504
"identify main client groups and audiences, determine the best way to communicate publicity information to them, and develop and implement a communication plan.",0.008599236492032676
identify methods for interfacing web application technologies with enterprise resource planning or other system software.,0.034527237430131204
"identify opportunities for strategic improvement or mitigation of business interruption and other risks caused by business, regulatory, or industry-specific change initiatives.",0.003257286550012378
identify opportunities or develop channels for purchase or sale of securities or commodities.,0.00612369871402327
"identify opportunities to improve plant electrical equipment, controls, or process control methodologies.",0.00638428163802426
"identify opportunities to improve the operation, maintenance, or energy efficiency of building or process systems.",0.0023452463160089122
"identify opportunities to reuse or recycle materials to minimize consumption of new materials, minimize waste, or to convert wastes to by-products.",0.002214954854008417
"identify or classify species of insects or allied forms, such as mites or spiders.",0.004169326784015844
identify or develop business rules or standard operating procedures to streamline operating processes.,0.004039035322015348
identify or maintain links to and from other web sites and check links to ensure proper functioning.,0.010293025498039114
"identify or recommend integrated weed and pest management (ipm) strategies, such as resistant plants, cultural or behavioral controls, soil amendments, insects, natural enemies, barriers, or pesticides.",0.003648160936013863
identify or separate waste products or materials for recycling or reuse.,0.004560201170017329
"identify plants as well as problems such as diseases, weeds, and insect pests.",0.002475537778009407
"identify potential clients, using advertising campaigns, mailing lists, or personal contacts.",0.006775156024025746
identify potential for loss and develop strategies to eliminate it.,0.058109992052220824
"identify prospective customers by using business directories, following leads from existing clients, participating in organizations and clubs, and attending trade shows and conferences.",0.002866412164010892
"identify protocol problems, inform investigators of problems, or assist in problem resolution efforts such as protocol revisions.",0.0023452463160089122
"identify psychological, emotional, or behavioral issues and diagnose disorders, using information obtained from interviews, tests, records, and reference materials.",0.008338653568031687
"identify relationships and trends in data, as well as any factors that could affect the results of research.",0.0988912196583758
identify solutions to on-site technical design problems involving electrical systems equipment.,0.004951075556018814
"identify spatial coordinates, using remote sensing and global positioning system (gps) data.",0.002475537778009407
"identify system data, hardware, or software components required to meet user needs.",0.009380985264035649
"identify target markets for designs, looking at factors such as age, gender, and socioeconomic status.",0.0046904926320178245
"identify tissue structures or cell components to be used in the diagnosis, prevention, or treatment of diseases.",0.008729527954033171
identify training needs or conduct training sessions for nursing students or medical staff.,0.002475537778009407
identify transaction mistakes when debits and credits do not balance.,0.005341949942020299
"identify, compile, abstract, and code patient data, using standard classification systems.",0.008599236492032676
"identify, develop, or evaluate marketing strategy, based on knowledge of establishment objectives, market characteristics, and cost and markup factors.",0.008338653568031687
"identify, evaluate and recommend hardware or software technologies to achieve desired database performance.",0.03061849357011635
"identify, investigate, or resolve security breaches.",0.07504788211228519
"identify, monitor, or treat pregnancy-related problems such as hypertension, gestational diabetes, pre-term labor, and retarded fetal growth.",0.002214954854008417
"identify, review, or select vendors or consultants to meet project needs.",0.002475537778009407
"identify, standardize, and communicate levels of access and security.",0.034396945968130706
"identify, track, or maintain metrics for trading system operations.",0.027100624096102983
"implement business rules via stored procedures, middleware, or other technologies.",0.019022553452072287
"implement changes to machine programs and enter new specifications, using computers.",0.061758152988234685
"implement controls to provide security for operating systems, software, and data.",0.05472241404020794
"implement electronic document processing, retrieval, and distribution systems in collaboration with other information technology specialists.",0.010944482808041589
"implement grant-funded projects, monitoring and reporting progress in accordance with sponsoring agency requirements.",0.005341949942020299
implement online customer service processes to ensure positive and consistent user experiences.,0.005081367018019309
implement or monitor processes to reduce property or financial losses.,0.010293025498039114
"implement security practices to preserve assets, minimize liabilities, or ensure customer privacy, using parallel servers, hardware redundancy, fail-safe technology, information encryption, or firewalls.",0.028142955792106947
"implement specific customer requirements, such as internal reporting or customized transportation metrics.",0.002866412164010892
"implement web site security measures, such as firewalls or message encryption.",0.019543719300074265
"import text and art elements, such as electronic clip art or electronic files from photographs that have been scanned or produced with a digital camera, using computer software.",0.002475537778009407
"improve search-related activities through ongoing analysis, experimentation, or optimization tests, using a/b or multivariate methods.",0.009511276726036143
"induce changes in composition of substances by introducing heat, light, energy, or chemical catalysts for quantitative or qualitative analysis.",0.005993407252022775
inform and advise concerned parties regarding fluctuations or securities transactions affecting plans or accounts.,0.014722935206055946
"inform businesses, community groups, and governmental agencies about educational needs, available programs, and program policies.",0.023322171698088624
"inform clients of essential travel information, such as travel times, transportation connections, and medical and visa requirements.",0.0029967036260113876
"inform clients of factors such as shipping options, timelines, transfers, or regulations affecting shipments.",0.009902151112037629
inform customers by mail or telephone of additional steps they need to take to obtain licenses.,0.002736120702010397
"inform customers by mail or telephone of order information, such as unit prices, shipping dates, and any anticipated delays.",0.004820784094018319
inform individuals and groups about the financial assistance available to college or university students.,0.003648160936013863
"inform individuals and groups of pollution control regulations and inspection findings, and explain how problems can be corrected.",0.004299618246016338
"inform investment decisions by analyzing financial information to forecast business, industry, or economic conditions.",0.01706818152206486
inform job applicants of their acceptance or rejection of employment.,0.016937890060064364
"inform local, state, national and international health policies related to information management and communication, confidentiality and security, patient safety, infrastructure development and economics.",0.003387578012012873
"inform other traders, managers, or customers of market conditions, including volume, price, competition, or dynamics.",0.01758934737006684
inform patients or caregivers about study aspects and outcomes to be expected.,0.0066448645620252504
inform patrons of establishment specialties and features.,0.003387578012012873
"inform personnel of changes in regulations and policies, implications of new or amended laws, and new techniques of police work.",0.0029967036260113876
inform workers about interests or special needs of specific groups.,0.00560253286602129
"initiate and direct efforts to foster tolerance, understanding, and appreciation of diversity in school communities.",0.0029967036260113876
initiate market research studies or analyze their findings.,0.0035178694740133683
"initiate, facilitate, and moderate classroom discussions.",0.03687248374614011
"inspect and adjust security systems, equipment, or machinery to ensure operational use and to detect evidence of tampering.",0.002736120702010397
inspect and evaluate the physical condition of facilities to determine the type of work required.,0.003648160936013863
"inspect and test electrical systems and equipment to locate and diagnose malfunctions, using visual inspections, testing devices, and computer software.",0.012638271814048026
inspect and verify dimensions and clearances of parts to ensure conformance to factory specifications.,0.03569986058813566
"inspect electrical connections, wiring, relays, charging resistance boxes, and storage batteries, following wiring diagrams.",0.0023452463160089122
inspect event facilities to ensure that they conform to customer requirements.,0.006775156024025746
inspect facilities to determine maintenance needs.,0.002084663392007922
inspect food products and processing procedures to determine whether products are safe to eat.,0.005081367018019309
"inspect individual parts, assemblies, or installations, using measuring instruments, such as calipers, scales, or micrometers.",0.02736120702010397
inspect industrial or municipal facilities or programs to evaluate operational effectiveness or ensure compliance with environmental regulations.,0.0019543719300074264
"inspect layouts and advertising copy and edit scripts, audio and video tapes, and other promotional material for adherence to specifications.",0.010162734036038618
"inspect or monitor energy systems, including heating, ventilating, and air conditioning (hvac) or daylighting systems to determine energy use or potential energy savings.",0.0031269950880118825
inspect project sites to monitor progress and ensure conformance to design specifications and safety or sanitation standards.,0.003778452398014358
"inspect properties to evaluate construction, condition, special features, and functional design, and to take property measurements.",0.0023452463160089122
inspect public establishments to ensure compliance with rules and regulations.,0.002736120702010397
"inspect security design features, installations, or programs to ensure compliance with applicable standards or regulations.",0.002605829240009902
"inspect structures to assess material or equipment needs, to establish the sequence of pipe installations, or to plan installation around obstructions such as electrical wiring.",0.007296321872027726
"inspect used parts to determine changes in dimensional requirements, using rules, calipers, micrometers, or other measuring instruments.",0.003387578012012873
"inspect, test, and listen to defective equipment to diagnose malfunctions, using test instruments such as handheld computers, motor analyzers, chassis charts, and pressure gauges.",0.004560201170017329
"inspect, weigh, and measure mounted or unmounted lenses after completion to verify alignment and conformance to specifications, using precision instruments.",0.007166030410027231
install and configure hypertext transfer protocol (http) servers and associated operating systems.,0.003257286550012378
"install and configure new equipment, including operating software or peripheral equipment.",0.054982996964208934
"install and perform minor repairs to hardware, software, or peripheral equipment, following design or installation specifications.",0.01784993029406783
install bookkeeping systems and resolve system problems.,0.0031269950880118825
"install or configure web server software or hardware to ensure that directory structure is well-defined, logical, secure, and that files are named properly.",0.005732824328021784
"install systems of recording costs or other financial and budgetary data or provide advice on such systems, based on examination of current financial records.",0.0035178694740133683
"install updated software, and programs that maintain existing software or provide requested features such as time-correlated call routing.",0.007166030410027231
"install, adjust, and operate electronic equipment to record, edit, and transmit radio and television programs, motion pictures, video conferencing, or multimedia presentations.",0.005211658480019804
"install, inspect and test electric meters, relays, and power sources to detect causes of malfunctions and inaccuracies, using hand tools and testing equipment.",0.0019543719300074264
"install, service, and repair electronic equipment or instruments such as televisions, radios, and videocassette recorders.",0.024885669242094566
"instruct and counsel patients about prescribed therapeutic regimens, normal growth and development, family planning, emotional problems of daily living, and health maintenance.",0.0019543719300074264
"instruct clients in techniques for more effective communication, such as sign language, lip reading, or voice improvement.",0.0029967036260113876
instruct customers on the safe and proper use of equipment.,0.0019543719300074264
"instruct in use of voice, video, and data communications systems.",0.004039035322015348
instruct individuals and groups on ways to preserve health and prevent disease.,0.003257286550012378
"instruct individuals in career development techniques such as job search and application strategies, resume writing, and interview skills.",0.23204909382288177
"instruct individuals or groups in sports rules, game strategies, and performance principles, such as specific ways of moving the body, hands, or feet, to achieve desired results.",0.005732824328021784
"instruct individuals or groups in the use of art media, such as paint, clay, or yarn.",0.0029967036260113876
"instruct individuals, families, or other groups on topics such as health education, disease prevention, or childbirth and develop health improvement programs.",0.0035178694740133683
"instruct others in program methods, procedures, or functions.",0.060715821292230715
instruct others in the selection and use of bioinformatics tools.,0.008468945030032182
instruct participants in maintaining exertion levels to maximize benefits from exercise routines.,0.0023452463160089122
"instruct patrons on how to use reference sources, card catalogs, and automated information systems.",0.0019543719300074264
instruct staff on how to handle difficult and complicated sales.,0.003778452398014358
"instruct students in the knowledge and skills required in a specific occupation or occupational field, using a systematic plan of lectures, discussions, audio-visual presentations, and laboratory, shop and field studies.",0.08195332959831142
"instruct students individually and in groups, using various teaching methods such as lectures, discussions, and demonstrations.",0.010423316960039609
"instruct students individually and in groups, using various teaching methods, such as lectures, discussions, and demonstrations.",0.01172623158004456
"instruct through lectures, discussions, and demonstrations in one or more subjects, such as english, mathematics, or social studies.",0.1301611705384946
"instruct trainees in how to use television production equipment, how to film events, and how to copy and edit graphics or sound onto videotape.",0.002475537778009407
"instruct users in the selection, use, and design of audio-visual materials and assist them in the preparation of instructional materials and the rehearsal of presentations.",0.010032442574038123
insulate shells and cabinets of systems.,0.006253990176023765
"integrate and develop visual elements, such as line, space, mass, color, and perspective, to produce desired effects, such as the illustration of ideas, emotions, or moods.",0.13159437662050008
integrate electrical systems with renewable energy systems to improve overall efficiency.,0.022801005850086643
"integrate environmental information into product or company marketing strategies, policies, or activities.",0.004560201170017329
"integrate nanotechnology with antimicrobial properties into products, such as household or medical appliances, to reduce the development of bacteria or other microbes.",0.004039035322015348
integrate online retailing strategy with physical or catalogue retailing operations.,0.002475537778009407
"integrate software or hardware components, using computer, microprocessor, or control architecture.",0.00612369871402327
"interact with clients to assist them in gaining insight, defining goals, and planning action to achieve effective personal, social, educational, and vocational development and adjustment.",0.28520801031908377
"interact with the public to answer traffic-related questions, respond to complaints or requests, or discuss traffic control ordinances, plans, policies, or procedures.",0.005732824328021784
interpret administrative and operating policies and procedures for employees.,0.004169326784015844
"interpret and analyze policies, public issues, legislation, or the operations of governments, businesses, and organizations.",0.20143060025276543
interpret and communicate work procedures and company policies to staff.,0.006514573100024756
"interpret and explain human resources policies, procedures, laws, standards, or regulations.",0.02227984000208466
"interpret and explain information such as eligibility requirements, application details, payment methods, and applicants' legal rights.",0.06423369076624408
"interpret and explain plans and contract terms to representatives of the owner or developer, including administrative staff, workers, or clients.",0.03556956912613517
"interpret and explain policies, rules, regulations, or laws to organizations, government or corporate officials, or individuals.",0.049250172636187146
interpret chemical reactions visible through sight glasses or on television monitors and review laboratory test reports for process adjustments.,0.0029967036260113876
interpret civil rights laws and equal opportunity regulations for individuals or employers.,0.002736120702010397
interpret clinical or diagnostic test results.,0.006775156024025746
interpret contractual agreements for employers and employees engaged in collective bargaining or other labor relations processes.,0.0066448645620252504
"interpret data on logistics elements, such as availability, maintainability, reliability, supply chain management, strategic sourcing or distribution, supplier management, or transportation.",0.009250693802035153
"interpret data on price, yield, stability, future investment-risk trends, economic influences, and other factors affecting investment programs.",0.05459212257820745
"interpret data, reports, maps, photographs, or charts to predict long- or short-range weather conditions, using computer models and knowledge of climate theory, physics, and mathematics.",0.049250172636187146
interpret diagnostic or laboratory tests such as electrocardiograms (ekgs) and renal functioning tests.,0.008208362106031193
interpret diagnostic test results for deviations from normal.,0.013680603510051985
interpret diagnostic test results to make appropriate differential diagnoses.,0.01706818152206486
"interpret engineering drawings, schematic diagrams, or formulas for management or engineering staff.",0.006775156024025746
"interpret engineering drawings, sketches, or diagrams.",0.003908743860014853
"interpret engineering sketches, specifications, or drawings.",0.002605829240009902
interpret exercise program participant data to evaluate progress or identify needed program changes.,0.010553608422040103
interpret flight test data to diagnose malfunctions and systemic performance problems.,0.003257286550012378
interpret government regulations and applicable codes to ensure compliance.,0.03648160936013863
interpret images using computer-aided detection or diagnosis systems.,0.0031269950880118825
interpret imaging data and confer with other medical specialists to formulate diagnoses.,0.022540422926085654
interpret indicators to ascertain the overall health of an environment.,0.004169326784015844
interpret instrument readings to ascertain the depth of obstruction.,0.021628382692082188
interpret laboratory results and communicate findings to patients or physicians.,0.03596044351213665
"interpret laws, rulings and regulations for individuals and businesses.",0.08052012351630598
"interpret legal requirements, provide safety information, or recommend compliance procedures to contractors, craft workers, engineers, or property owners.",0.005211658480019804
"interpret or modify music, applying knowledge of harmony, melody, rhythm, and voice production to individualize presentations and maintain audience interest.",0.011595940118044063
interpret or transcribe classroom materials into braille or sign language.,0.003257286550012378
interpret protocols and advise treating physicians on appropriate dosage modifications or treatment calculations based on patient characteristics.,0.007817487720029706
interpret regulatory rules or rule changes and ensure that they are communicated through corporate policies and procedures.,0.03596044351213665
"interpret religious education activities to the public through speaking, leading discussions, or writing articles for local or national publications.",0.01563497544005941
interpret results of financial analysis procedures.,0.11895610480645202
"interpret safety regulations for others interested in industrial safety such as safety engineers, labor representatives, and safety inspectors.",0.004820784094018319
"interpret test results and prepare psychological reports for teachers, administrators, and parents.",0.0031269950880118825
"interpret the results of neuroimaging studies such as magnetic resonance imaging (mri), single photon emission computed tomography (spect), and positron emission tomography (pet) scans.",0.002736120702010397
interpret the results of standardized tests to determine students' strengths and areas of need.,0.0023452463160089122
"interpret transportation or tariff regulations, shipping orders, safety regulations, or company policies and procedures for workers.",0.002736120702010397
"interpret, translate, or provide cultural mediation related to health services or information for community members.",0.005341949942020299
interview clients and take their calls to provide customer service and obtain information on claims.,0.0019543719300074264
interview clients to determine what kinds of properties they are seeking.,0.0035178694740133683
"interview clients to obtain information about employment history, educational background, and career goals, and to identify barriers to employment.",0.003778452398014358
"interview clients, review records, conduct assessments, or confer with other professionals to evaluate the mental or physical condition of clients or patients.",0.002214954854008417
"interview individuals, and research public databases in order to obtain information.",0.003257286550012378
"interview job applicants to obtain information on work history, training, education, or job skills.",0.008338653568031687
interview people to gather information about historical events and to record oral histories.,0.0019543719300074264
"interview prospective clients to obtain data about their financial resources and needs, the physical condition of the person or property to be insured, and to discuss any existing coverage.",0.004299618246016338
interview subject matter experts or conduct other research to develop instructional content.,0.005211658480019804
introduce performances and performers to stimulate excitement and coordinate smooth transition of acts during events.,0.002605829240009902
introduce plays and meet with audiences after shows to explain how the play was interpreted.,0.002084663392007922
"invent names for products and write the slogans that appear on packaging, brochures and other promotional material.",0.034527237430131204
investigate activities of institutions to enforce laws and regulations and to ensure legality of transactions and operations or financial solvency.,0.002475537778009407
"investigate and resolve complaints regarding food quality, service, or accommodations.",0.002605829240009902
investigate and resolve personnel problems within organization and charges of misconduct against staff.,0.002605829240009902
"investigate characteristics such as cost, performance, or process capability of potential microelectromechanical systems (mems) device designs, using simulation or modeling software.",0.031009367956117837
investigate child abuse or neglect cases and take authorized protective action when necessary.,0.0023452463160089122
"investigate complaints, disturbances and violations and resolve problems following management rules and regulations.",0.002475537778009407
investigate customer or public complaints to determine the nature and extent of problems.,0.023061588774087635
investigate equipment failures or difficulties to diagnose faulty operation and recommend remedial actions.,0.0029967036260113876
investigate illegal or suspicious activities.,0.004560201170017329
"investigate known or suspected internal theft, external theft, or vendor fraud.",0.002605829240009902
investigate or test specific construction project materials to determine compliance to specifications or standards.,0.014853226668056442
investigate product complaints and prepare documentation and submissions to appropriate regulatory agencies as necessary.,0.005211658480019804
"investigate products or markets to determine areas for opportunity or viability for merchandising specific products, using online or offline sources.",0.017198472984065353
"investigate the nature, composition, or expression of genes or research how genetic engineering can impact these processes.",0.008990110878034162
investigate the relationship between organisms and disease including the control of epidemics and the effects of antibiotics on microorganisms.,0.0023452463160089122
"investigate theoretical or conceptual issues, such as the human design considerations of lunar landers or habitats.",0.1120506573204258
"investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.",0.04429909708016834
"investigate, evaluate, and settle claims, applying technical knowledge and human relations skills to effect fair and prompt disposal of cases and to contribute to a reduced loss ratio.",0.003908743860014853
"isolate and maintain cultures of bacteria or other microorganisms in prescribed or developed media, controlling moisture, aeration, temperature, and nutrition.",0.0031269950880118825
issue and record adjustments to pay related to previous errors or retroactive increases.,0.002605829240009902
"keep abreast of changes in industry practices and emerging telecommunications technology by reviewing current literature, talking with colleagues, participating in educational programs, attending meetings or workshops, or participating in professional organizations or conferences.",0.002736120702010397
keep abreast of developments and changes in the nuclear field by reading technical journals or by independent study and research.,0.0031269950880118825
"keep abreast of developments and technological advances in the mathematical field by reading current literature, talking with colleagues, and participating in professional conferences.",0.007817487720029706
"keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences.",0.025928000938098526
"keep abreast of developments in the field by reading current literature, talking with colleagues, giving presentations at conferences, and serving on committees in professional associations.",0.0031269950880118825
"keep abreast of regulatory processes and payer systems such as medicare, medicaid, managed care, and private sources.",0.003387578012012873
keep accurate records of transactions.,0.0023452463160089122
"keep informed about economic or legal issues involved in zoning codes, building codes, or environmental regulations.",0.0035178694740133683
keep informed of industry trends and deals.,0.02879441310210942
keep informed of new products and developments.,0.0035178694740133683
"keep informed on industry news and trends, products, services, competitors, relevant information about legacy, existing, and emerging technologies, and the latest product-line developments.",0.005472241404020794
"keep informed regarding pending industry changes, trends, and best practices and assess the potential impact of these changes on organizational processes.",0.013941186434052977
"keep records and prepare reports detailing findings, investigative methods, and laboratory techniques.",0.002084663392007922
"keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.",0.007296321872027726
"keep records of room availability and guests' accounts, manually or using computers.",0.0019543719300074264
keep records of the quantities of food used.,0.004560201170017329
key and program specified commands and engineering specifications into computer system to change functions and test final layout.,0.03661190082213912
key in processing instructions to program electronic equipment.,0.009511276726036143
key information into computer equipment to create layouts for client or supervisor.,0.002605829240009902
"lay out and draw schematic, orthographic, or angle views to depict functional relationships of components, assemblies, systems, and machines.",0.002214954854008417
"layout and mark reference points and locations for installation of parts or components, using jigs, templates, or measuring and marking instruments.",0.011595940118044063
lead tours and answer visitors' questions about the exhibits.,0.005993407252022775
learn about characters in scripts and their relationships to each other to develop role interpretations.,0.02475537778009407
learn about competitors' products or consumers' interests or concerns to answer questions or provide more complete information.,0.02019517661007674
"listen to and resolve customer complaints regarding services, products, or personnel.",0.02214954854008417
listen to and resolve customers' complaints regarding products or services.,0.016937890060064364
"listen to engines, examine vehicle frames, or confer with customers to determine nature and extent of malfunction or damage.",0.0019543719300074264
"locate and distribute resources, such as periodicals or curricula, to enhance the effectiveness of educational programs.",0.003908743860014853
"locate and document information regarding the next of kin, including their relationship to the deceased and the status of notification attempts.",0.002605829240009902
"locate and notify customers of delinquent accounts by mail, telephone, or personal visits to solicit payment.",0.005472241404020794
"locate and review research articles or environmental, historical, or technical reports.",0.037523941056142596
"locate barriers to client employment, such as inaccessible work sites, inflexible schedules, and transportation problems, and work with clients to develop strategies for overcoming these barriers.",0.003648160936013863
"locate library materials for patrons, including books, periodicals, tape cassettes, braille volumes, and pictures.",0.023582754622089617
locate unusual or unique information in response to specific requests.,0.007166030410027231
maintain a current file of examination protocols.,0.005472241404020794
"maintain access to, and security of, highly sensitive materials.",0.016156141288061393
"maintain and administer computer networks and related computing environments including computer hardware, systems software, applications software, and all configurations.",0.017459055908066342
"maintain and develop positive business relationships with a customer's key personnel involved in, or directly relevant to, a logistics activity.",0.003778452398014358
maintain and promote a positive attitude toward clients and their treatment programs.,0.003778452398014358
"maintain and review account records, updating and recategorizing them according to status changes.",0.006775156024025746
"maintain and update human resources documents, such as organizational charts, employee handbooks or directories, or performance evaluation forms.",0.004820784094018319
"maintain awareness of advances in medicine, computerized diagnostic and treatment equipment, data processing technology, government regulations, health insurance changes, and financing options.",0.005472241404020794
"maintain awareness of current income tax regulations, local zoning, building and tax laws, and growth possibilities of the area where a property is located.",0.002084663392007922
maintain client databases.,0.004299618246016338
maintain close contact with clients during job training and placements to resolve problems and evaluate placement adequacy.,0.0023452463160089122
"maintain communication between governing boards, medical staff, and department heads by attending board meetings and coordinating interdepartmental functioning.",0.0029967036260113876
"maintain contact with kitchen staff, management, serving staff, and customers to ensure that dining details are handled properly and customers' concerns are addressed.",0.01250798035204753
maintain controlled drug inventory and related log books.,0.005472241404020794
maintain current knowledge of credit regulations.,0.0019543719300074264
"maintain current knowledge of equal employment opportunity (eeo) and affirmative action guidelines and laws, such as the americans with disabilities act (ada).",0.004169326784015844
"maintain current knowledge of organizational policies and procedures, federal and state policies and directives, and current accounting standards.",0.02723091555810348
"maintain current knowledge of relevant regulations, including proposed and final rules.",0.005993407252022775
"maintain customer records, using automated systems.",0.008859819416033667
maintain databases of logistics information.,0.00560253286602129
"maintain documentation of compliance activities, such as complaints received or investigation outcomes.",0.002214954854008417
"maintain effective laboratory operations by adhering to standards of specimen collection, preparation, or laboratory safety.",0.002475537778009407
maintain familiarity with aspects of local real estate markets.,0.005211658480019804
"maintain financial records, such as accounts of daily collections and billings, and records of receipts issued.",0.002866412164010892
"maintain financial, operational, production, or employment records for farms or ranches.",0.0031269950880118825
maintain input or data quality of risk management systems.,0.009120402340034658
"maintain knowledge in the field by reading professional journals, talking with other mathematicians, and attending professional conferences.",0.0023452463160089122
"maintain knowledge of all organizational and governmental rules affecting purchases, and provide information about these rules to organization staff members and to vendors.",0.002866412164010892
maintain knowledge of current events and trends in such areas as money laundering and criminal tools and techniques.,0.020716342458078723
maintain knowledge of first-aid procedures.,0.002084663392007922
"maintain knowledge of real estate law, local economies, fair housing laws, types of available mortgages, financing options, and government programs.",0.012377688890047036
"maintain knowledge of tax code changes, and of accounting procedures and theory to properly evaluate financial information.",0.014983518130056939
"maintain knowledge of, comply with, and enforce all institutional policies, rules, procedures, and regulations.",0.002736120702010397
"maintain library of model documents, templates, or other reusable knowledge assets.",0.022931297312087137
"maintain networks by performing activities such as file addition, deletion, or backup.",0.022931297312087137
maintain or modify all financial analytic models in use.,0.009380985264035649
maintain or modify existing geographic information systems (gis) databases.,0.0029967036260113876
"maintain or repair plumbing by replacing defective washers, replacing or mending broken pipes, or opening clogged drains.",0.00560253286602129
maintain proper storage and security conditions for drugs.,0.002605829240009902
maintain records and files of work and revisions.,0.0019543719300074264
"maintain records of business transactions and product inventories, reporting data to companies or government agencies as necessary.",0.002084663392007922
"maintain records of sales, rental or usage activity, special permits issued, maintenance and operating costs, or property availability.",0.013680603510051985
maintain records of services provided and the effects of advice given.,0.0160258498260609
"maintain records of students' assessment results, progress, feedback, or school performance, ensuring confidentiality of all records.",0.010293025498039114
maintain regularly scheduled office hours to advise and assist students.,0.009771859650037133
maintain sales forecasting reports.,0.0023452463160089122
"maintain talent files that include information such as performers' specialties, past performances, and availability.",0.002605829240009902
"maintain understanding of current web technologies or programming practices through continuing education, reading, or participation in professional conferences, workshops, or groups.",0.0935492697163555
"maintain working knowledge of various factors that determine a farm's capacity to produce, such as agricultural variables and proximity to market centers and transportation facilities.",0.01198681450404555
"make adjustments to meter components, such as setscrews or timing mechanisms, so that they conform to specifications.",0.002736120702010397
"make and confirm reservations for transportation and accommodations, using telephones, faxes, mail, and computers.",0.007687196258029211
make and confirm reservations.,0.005341949942020299
make bids or offers to buy or sell securities.,0.002605829240009902
"make clinical recommendations to physicians, other health care providers, insurance companies, patients, or health care organizations.",0.020064885148076247
make manuscript acceptance or revision recommendations to the publisher.,0.012117105966046045
make many quick changes backstage during fashion shows and yet maintain poised appearance before audiences.,0.005993407252022775
"make minor adjustments to equipment, such as turning setscrews to calibrate instruments to required tolerances.",0.003257286550012378
make promotional appearances at public or private events to represent their employers.,0.002214954854008417
make recommendations to control or eliminate unsafe conditions at workplaces or public facilities.,0.005993407252022775
make recommendations to management concerning such issues as staffing decisions or procedural changes.,0.005211658480019804
make special dressings and sauces as condiments for sandwiches.,0.002084663392007922
manage and maintain temporary or permanent lodging facilities.,0.002605829240009902
"manage and oversee operations, maintenance, administration, and improvement of commercial, industrial, or residential properties.",0.01172623158004456
"manage client portfolios, keeping client plans up-to-date.",0.002084663392007922
manage newborn care during the first weeks of life.,0.003387578012012873
"manage or operate real estate offices, handling associated business details.",0.005211658480019804
"manage security programs designed to protect personnel, facilities, and information.",0.009902151112037629
manage user access to systems and equipment through account management and password administration.,0.04247501661216141
"manipulate and enhance scanned or digital images to create desired effects, using computers and specialized software.",0.015504683978058919
manipulate controls to adjust or activate power distribution equipment or machines.,0.005732824328021784
"manipulate publicly accessible, commercial, or proprietary genomic, proteomic, or post-genomic databases.",0.02045575953407773
"map data between source systems, data warehouses, and data marts.",0.020064885148076247
map the presence of imperfections within objects using sonic measurements.,0.003387578012012873
"mark copy to indicate and correct errors in type, arrangement, grammar, punctuation, or spelling, using standard printers' marks.",0.02723091555810348
"mark up, paste, and assemble final layouts to prepare layouts for printer.",0.002084663392007922
"mark up, paste, and complete layouts and write typography instructions to prepare materials for typesetting or printing.",0.016677307136063375
"market bank products to individuals and firms, promoting bank services that may meet customers' needs.",0.010293025498039114
"market vacant space to prospective tenants through leasing agents, advertising, or other methods.",0.002866412164010892
match students' needs and eligibility with available financial aid programs to provide informed recommendations.,0.00638428163802426
measure and adjust voltages to specified values to determine operational accuracy of instruments.,0.00586311579002228
measure and analyze system performance and operating parameters to assess operating condition of systems or equipment.,0.039348021524149526
"measure and mark dimensions of parts on paper or lumber stock prior to cutting, following blueprints, to ensure a tight fit and quality product.",0.002605829240009902
"measure and mark surfaces to lay out work, according to blueprints or drawings, using tape measures, straightedges or squares, and marking devices.",0.0019543719300074264
"measure and verify levels of rock or gravel, bases, or other excavated material.",0.01172623158004456
"measure dimensions of finished workpieces to ensure conformance to specifications, using precision measuring instruments, templates, and fixtures.",0.010162734036038618
"measure dimensions of products to verify conformance to specifications, using measuring instruments such as rulers, calipers, gauges, or micrometers.",0.023582754622089617
"measure ingredients and mix molding, casting material, or sealing compounds to prescribed consistencies, according to formulas.",0.004039035322015348
measure ingredients required for specific food items being prepared.,0.003257286550012378
"measure noise levels in workplaces and conduct hearing conservation programs in industry, military, schools, and communities.",0.002084663392007922
"measure or weigh flour or other ingredients to prepare batters, doughs, fillings, or icings, using scales or graduated containers.",0.008599236492032676
"measure or weigh materials, using rulers, calculators, and scales.",0.0019543719300074264
"measure parts for wear, using precision instruments.",0.002475537778009407
"measure parts to determine tolerances, using precision measuring instruments such as micrometers, calipers, and verniers.",0.005472241404020794
"measure parts to verify specified dimensions or settings, such as camera shutter speed or light meter reading accuracy, using measuring instruments.",0.01120506573204258
"measure parts, using precision measuring instruments, to determine whether similar parts may be machined to required sizes.",0.003648160936013863
"measure the effectiveness of marketing, advertising, and communications programs and strategies.",0.043517348308165366
"measure the intensity and identify the types of radiation in work areas, equipment, or materials, using radiation detectors or other instruments.",0.0029967036260113876
"measure velocity, horsepower, revolutions per minute (rpm), amperage, circuitry, and voltage of units or parts to diagnose problems, using ammeters, voltmeters, wattmeters, and other testing devices.",0.03648160936013863
"mediate between benefits providers and employees, such as by assisting in handling employees' benefits-related questions or taking suggestions.",0.0031269950880118825
mediate community disputes or assist in developing alternative plans or recommendations for programs or projects.,0.003908743860014853
mediate interpersonal problems between residents.,0.006514573100024756
meet regularly with parents to discuss children's activities and development.,0.0031269950880118825
meet with boards of directors and committees to discuss and resolve legal and environmental issues or disputes between neighbors.,0.002605829240009902
"meet with civic, educational, and community groups to develop community programs and events, and to discuss law enforcement subjects.",0.005993407252022775
"meet with clients to answer queries on subjects such as risk exposure, market scenarios, or values-at-risk calculations.",0.005732824328021784
"meet with clients to discuss topics such as technical specifications, customized solutions, or operational problems.",0.004299618246016338
"meet with clients to negotiate management and service contracts, determine priorities, and discuss the financial and operational status of properties.",0.008468945030032182
"meet with clients to schedule and plan details of conventions, banquets, receptions and other functions.",0.00560253286602129
"meet with customers to discuss menus for special occasions, such as weddings, parties, or banquets.",0.0019543719300074264
"meet with individuals, special interest groups, and others on behalf of executives, committees, and boards of directors.",0.003778452398014358
meet with other professionals to discuss individual students' needs and progress.,0.003778452398014358
meet with parents and guardians to discuss their children's progress and to determine priorities for their children and their resource needs.,0.005472241404020794
"meet with prospective tenants to show properties, explain terms of occupancy, and provide information about local areas.",0.005993407252022775
mix and regulate sound inputs and feeds or coordinate audio feeds with television pictures.,0.002475537778009407
mix ingredients according to specified procedures or formulas.,0.002736120702010397
"mix ingredients for green salads, molded fruit salads, vegetable salads, and pasta salads.",0.0023452463160089122
mix ingredients such as pancake or waffle batters.,0.0031269950880118825
"mix ingredients, such as liquor, soda, water, sugar, and bitters, to prepare cocktails and other drinks.",0.009120402340034658
model appropriate social behaviors and encourage concern for others to cultivate development of interpersonal relationships and communication skills.,0.002736120702010397
model transportation scenarios to evaluate the impacts of activities such as new development or to identify possible solutions to transportation problems.,0.011856523042045054
"moderate panels or discussion shows on topics such as current affairs, art, or education.",0.002214954854008417
modify and customize commercial programs for internal needs.,0.08846790269833618
"modify and refine designs, using working models, to conform with customer specifications, production limitations, or changes in design trends.",0.008208362106031193
"modify computer security files to incorporate new software, correct errors, or change individual access status.",0.008599236492032676
modify computer-controlled robot movements.,0.009641568188036638
modify existing databases and database management systems or direct programmers and analysts to make changes.,0.5502208440280909
modify existing programs to enhance efficiency.,0.782921395160975
"modify existing software to correct errors, allow it to adapt to new hardware, or to improve its performance.",2.519185417779573
"modify existing software to correct errors, to adapt it to new hardware, or to upgrade interfaces and improve performance.",4.794204635770218
"modify or control biological systems to replace, augment, or sustain chemical or mechanical processes.",0.008859819416033667
modify patient treatment plans as indicated by patients' responses and conditions.,0.007035738948026737
modify standard formulas so that they conform to project needs and data processing methods.,0.00586311579002228
modify treatment plans according to changes in client status.,0.023061588774087635
modify treatment plans to comply with changes in client status.,0.005211658480019804
modify treatment plans to comply with changes in clients' status.,0.0031269950880118825
"modify, maintain, and repair electronics equipment and systems to ensure that they function properly.",0.053028625034201506
"modify, update, and process existing policies and claims to reflect any change in beneficiary, amount of coverage, or type of insurance.",0.003387578012012873
monitor alarm systems to ensure that secure conditions are maintained.,0.00612369871402327
monitor and adjust production processes or equipment for quality and productivity.,0.0023452463160089122
monitor and analyze energy consumption.,0.00690544748602624
"monitor and analyze network performance and data input/output reports to detect problems, identify inefficient use of computer resources, or perform capacity planning.",0.034918111816132684
monitor and analyze sales promotion results to determine cost effectiveness of promotion campaigns.,0.05771911766621934
"monitor and analyze sales records, trends, or economic conditions to anticipate consumer buying patterns and determine what the company will sell and how much inventory is needed.",0.014853226668056442
"monitor and analyze system performance, such as network traffic, security, and capacity.",0.002084663392007922
monitor and control temperature of products.,0.010683899884040598
"monitor and ensure a sound, ethical environment.",0.010553608422040103
monitor and follow applicable laws and regulations.,0.0029967036260113876
monitor and record flow meter performance.,0.003387578012012873
monitor broadcasts to ensure that programs conform to station or network policies and regulations.,0.002475537778009407
monitor bug resolution efforts and track successes.,0.011074774270042085
"monitor changes affecting supply and demand, tracking market conditions, price trends, or futures markets.",0.030097327722114372
monitor competitors' sales activities by following their advertisements in newspapers or other media.,0.0031269950880118825
"monitor compliance to operational, safety, or inventory control procedures, including physical security standards.",0.002214954854008417
monitor customer preferences to determine focus of sales efforts.,0.003648160936013863
"monitor database performance and perform any necessary maintenance, upgrades, or repairs.",0.1998671027087595
"monitor developments in the fields of industrial technology, business, finance, and economic theory.",0.0046904926320178245
monitor effects of pollution or land degradation and recommend means of prevention or control.,0.002084663392007922
monitor emerging trends regarding industry regulations to determine potential impacts on organizational processes.,0.00638428163802426
monitor environments to ensure maintenance of optimum conditions for aquatic life.,0.0023452463160089122
"monitor event activities to ensure compliance with applicable regulations and laws, satisfaction of participants, and resolution of any problems that arise.",0.036090734974137145
"monitor events, trends, and other circumstances, research specific subject areas, attend art exhibitions, and read art publications to develop ideas and keep current on art world activities.",0.07517817357428568
monitor financial market trends to ensure that client plans are responsive.,0.02449479485609308
monitor financial or operational performance of individual investments to ensure portfolios meet risk goals.,0.02345246316008912
"monitor food service operations to ensure conformance to nutritional, safety, sanitation and quality standards.",0.002084663392007922
"monitor fundamental economic, industrial, and corporate developments by analyzing information from financial publications and services, investment banking firms, government agencies, trade publications, company sources, or personal interviews.",0.06436398222824458
"monitor how the wind, heat, or cold affect the curing of the concrete throughout the entire process.",0.02801266433010645
"monitor industry standards, trends, or practices to identify developments in logistics planning or execution.",0.002605829240009902
monitor industry statistics and follow trends in trade literature.,0.005081367018019309
"monitor industry websites or publications for information about patches, releases, viruses, or potential problem identification.",0.004169326784015844
"monitor inventory transactions at warehouse facilities to assess receiving, storage, shipping, or inventory integrity.",0.002084663392007922
monitor investigations of suspected offenders to ensure that they are conducted in accordance with constitutional requirements.,0.0023452463160089122
"monitor market conditions, product innovations, and competitors' products, prices, and sales.",0.053028625034201506
monitor markets or positions.,0.014332060820054462
monitor menus and spending to ensure that meals are prepared economically.,0.002605829240009902
"monitor network performance to determine whether adjustments need to be made, and to determine where changes will need to be made in the future.",0.018501387604070305
"monitor nuclear facility operations to identify any design, construction, or operation practices that violate safety regulations and laws or that could jeopardize the safety of operations.",0.002214954854008417
monitor operations to ensure that health and safety standards are met.,0.0029967036260113876
"monitor operations to ensure that staff members comply with administrative policies and procedures, safety rules, union contracts, environmental policies, or government regulations.",0.004560201170017329
"monitor or calibrate automated systems, industrial control systems, or system components to maximize efficiency of production.",0.0031269950880118825
"monitor or measure manufacturing processes to identify ways to reduce losses, decrease time requirements, or improve quality.",0.005081367018019309
monitor or record locations of goods in transit.,0.002214954854008417
monitor or trace the location of goods.,0.003908743860014853
monitor or track project milestones and deliverables.,0.003648160936013863
monitor patients' conditions and progress and reevaluate treatments as necessary.,0.015895558364060404
monitor patients' medication usage and results.,0.003648160936013863
monitor patients' progress and adjust treatments accordingly.,0.014332060820054462
"monitor project activities to ensure that instructions are followed, deadlines are met, and schedules are maintained.",0.005211658480019804
monitor regulatory or tax law changes to ensure fund compliance or to capitalize on development opportunities.,0.004299618246016338
monitor sales activities to ensure that customers receive satisfactory service and quality goods.,0.0031269950880118825
monitor sales staff performance to ensure that goals are met.,0.0031269950880118825
monitor security system performance logs to identify problems and notify security specialists when problems occur.,0.00560253286602129
monitor shipments to ensure that goods come in on time and resolve problems related to undelivered goods.,0.002214954854008417
"monitor student performance or assist students in academic environments, such as classrooms, laboratories, or computing centers.",0.002605829240009902
"monitor students' performance to make suggestions for improvement and to ensure that they satisfy course standards, training requirements, and objectives.",0.0035178694740133683
monitor students' progress and provide students and teachers with assistance in resolving any problems.,0.00560253286602129
monitor supplier performance to assess ability to meet quality and delivery requirements.,0.002736120702010397
"monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.",0.01276856327604852
monitor the field of dance to remain aware of current trends and innovations.,0.004169326784015844
monitor the flow of energy in response to changes in consumer demand.,0.005472241404020794
monitor the implementation and impact of guidelines for nondiscriminatory employment practices.,0.007035738948026737
monitor use of data files and regulate access to safeguard information in computer files.,0.010553608422040103
monitor use of government food commodities to ensure that proper procedures are followed.,0.0035178694740133683
"monitor work of contractors and subcontractors to ensure projects conform to plans, specifications, schedules, or budgets.",0.00560253286602129
"monitor, evaluate, and record client progress according to measurable goals described in treatment and care plan.",0.010032442574038123
"monitor, evaluate, and record client progress with respect to treatment goals.",0.008208362106031193
"monitor, note, report, and investigate suspicious persons and situations, safety hazards, and unusual or illegal activity in patrol area.",0.002605829240009902
"monitor, record, and report symptoms or changes in patients' conditions.",0.004299618246016338
narrate presentations and productions.,0.008468945030032182
negotiate details of contracts and payments.,0.003908743860014853
negotiate payment arrangements with customers who have delinquent loans.,0.0023452463160089122
negotiate prices or terms of sales or service agreements.,0.007687196258029211
negotiate settlements of civil disputes.,0.002736120702010397
"negotiate the sale, lease, or development of property and complete or review appropriate documents and forms.",0.010944482808041589
"negotiate with creditors on behalf of clients to arrange for payment adjustments, interest rate reductions, time extensions, or to set up payment plans.",0.004169326784015844
none,0.48155724355382995
notify supervisor or computer maintenance technicians of equipment malfunctions.,0.0031269950880118825
"observe action of microorganisms upon living tissues of plants, higher animals, and other microorganisms, and on dead organic matter.",0.005732824328021784
"observe and evaluate children's performance, behavior, social development, and physical health.",0.002866412164010892
"observe and evaluate students' performance, behavior, social development, and physical health.",0.010944482808041589
observe and evaluate students' work to determine progress and make suggestions for improvement.,0.11361415486443173
"observe and evaluate students' work to determine progress, provide feedback, and make suggestions for improvement.",0.30670610154916544
"observe and provide feedback on instructional techniques, presentation methods, or instructional aids.",0.00612369871402327
"observe and report on social, economic, and political trends that might affect employers.",0.00690544748602624
"observe children's behavior for irregularities, take temperature, transport children to doctor, or administer medications, as directed, to maintain children's health.",0.002084663392007922
"observe color of products being baked and adjust oven temperatures, humidity, or conveyor speeds accordingly.",0.002736120702010397
"observe operation of timepiece parts and subassemblies to determine accuracy of movement, and to diagnose causes of defects.",0.003387578012012873
"observe patients' attendance, progress, attitudes, and accomplishments and record and maintain information in client records.",0.002214954854008417
"observe students to determine qualifications, limitations, abilities, interests, and other individual characteristics.",0.006775156024025746
"observe students' performance, and record relevant data to assess progress.",0.003648160936013863
"observe teaching methods and examine learning materials to evaluate and standardize curricula and teaching techniques, and to determine areas where improvement is needed.",0.022019257078083672
"observe the production, distribution, and consumption of food to identify and mitigate threats to food security.",0.004429909708016834
"observe, analyze, and record patients' participation, reactions, and progress during treatment sessions, modifying treatment programs as needed.",0.004429909708016834
obtain agreements from property owners to place properties for sale with real estate firms.,0.002084663392007922
"obtain and analyze information on suspects, crimes, or disturbances to solve cases, to identify criminal activity, or to gather information for court cases.",0.004169326784015844
"obtain and distribute updated information regarding domestic or international laws, guidelines, or standards.",0.003387578012012873
"obtain and evaluate information on factors such as reporting formats required, costs, and security needs to determine hardware configuration.",0.0029967036260113876
"obtain and review data such as load weights, fuel supplies, weather conditions, and flight schedules to determine flight plans and identify needed changes.",0.002084663392007922
"obtain and study information about clients' products, needs, problems, advertising history, and business practices to offer effective sales presentations and appropriate product assistance.",0.008729527954033171
"obtain information from medical records, medical staff, family members and the patients themselves to assess patients' capabilities, needs and interests.",0.0019543719300074264
"obtain, cut, stain, and mount biological material on slides for microscopic study and diagnosis, following standard laboratory procedures.",0.002214954854008417
"obtain, organize, or develop training procedure manuals, guides, or course materials, such as handouts or visual materials.",0.004039035322015348
offer advice on the purchase or sale of particular securities.,0.01706818152206486
offer counsel and comfort to bereaved families or friends.,0.010162734036038618
operate computer-assisted engineering or design software or equipment to perform engineering tasks.,0.0019543719300074264
operate computer-controlled keyboards or voice recognition equipment to direct items according to established routing schemes.,0.005993407252022775
"operate computers programmed with accounting software to record, store, and analyze information.",0.005732824328021784
operate controls that regulate temperatures or room environments.,0.0023452463160089122
"operate desktop publishing software and equipment to design, lay out, and produce camera-ready copy.",0.006775156024025746
"operate diagnostic equipment, such as radiographic or ultrasound equipment, and interpret the resulting images.",0.0019543719300074264
"operate office machines, such as photocopiers and scanners, facsimile machines, voice mail systems, and personal computers.",0.007687196258029211
operate or oversee operation of radiologic or magnetic imaging equipment to produce images of the body for diagnostic purposes.,0.004560201170017329
operate spreadsheet programs and other types of software to load and manipulate data and to produce reports.,0.023713046084090108
"operate testing equipment, such as heat stress meters, octave band analyzers, motion analysis equipment, inclinometers, light meters, velometers, sling psychrometers, or colormetric detection tubes.",0.022540422926085654
"operate typing, adding, calculating, or billing machines.",0.0035178694740133683
"operate ultrasound equipment to produce and record images of the motion, shape, and composition of blood, organs, tissues, or bodily masses, such as fluid accumulations.",0.002214954854008417
"operate underwater video, sonar, recording, or related equipment to investigate underwater structures or marine life.",0.005993407252022775
"optimize digital assets, such as text, graphics, or multimedia assets, for search engine optimization (seo) or for display and usability on internet-connected devices.",0.023061588774087635
optimize shopping cart experience or web site conversion rates against key performance indicators (kpis).,0.01172623158004456
optimize web site exposure by analyzing search engine patterns to direct online placement of keywords or other content.,0.005341949942020299
organize and display students' work in a manner appropriate for their perceptual skills.,0.002084663392007922
organize and label materials and display students' work.,0.005732824328021784
"organize and lead activities designed to promote physical, mental, and social development, such as games, arts and crafts, music, and storytelling.",0.014071477896053473
"organize and lead activities designed to promote physical, mental, and social development, such as games, arts and crafts, music, storytelling, and field trips.",0.003778452398014358
organize and lead regular religious services.,0.003387578012012873
organize and maintain periodicals and reference materials.,0.0023452463160089122
organize and string together raw footage into a continuous whole according to scripts or the instructions of directors and producers.,0.004429909708016834
"organize and supervise games and other recreational activities to promote physical, mental, and social development.",0.0031269950880118825
"organize and work with detailed office or warehouse records, maintaining files for each policyholder, including policies that are to be reinstated or cancelled.",0.004299618246016338
organize archival records and develop classification systems to facilitate access to archival materials.,0.005211658480019804
"organize collections of books, publications, documents, audio-visual aids, and other reference materials for convenient access.",0.006775156024025746
"organize data, and analyze and interpret its authenticity and relative significance.",0.01576526690205991
"organize information for publication and for other means of dissemination, such as use in cd-roms or internet sites.",0.17993250902268373
"organize material and complete writing assignment according to set standards regarding order, clarity, conciseness, style, and terminology.",0.5894385740902399
"organize or engage in interfaith, community, civic, educational, or recreational activities sponsored by or related to religious programs.",0.002605829240009902
organize production and design of curriculum materials.,0.02019517661007674
organize public exhibits and displays to promote public awareness of diverse and distinctive cultural traditions.,0.028403538716107932
"organize, develop, analyze, test, and prepare special meals such as low-fat, low-cholesterol and chemical-free meals.",0.0023452463160089122
"oversee or provide expertise on manufacturing, assembly, or fabrication processes.",0.003648160936013863
oversee the flow of cash or financial instruments.,0.005081367018019309
"participate in all levels of bioproduct development, including proposing new products, performing market analyses, designing and performing experiments, and collaborating with operations and quality control teams during product launches.",0.00612369871402327
"participate in campus and community events, such as giving presentations to the public.",0.016937890060064364
participate in campus and community events.,0.007817487720029706
"participate in cultural and literary activities, such as traveling abroad and attending performing arts events.",0.002084663392007922
"participate in efforts to advance precision agriculture technology, such as developing advanced weed identification or automated spot spraying systems.",0.002736120702010397
participate in mediation and dispute resolution.,0.002866412164010892
"participate in research or testing of computerized automotive applications, such as telemetrics, intelligent transportation systems, artificial intelligence, or automatic control.",0.005993407252022775
"participate in seminars, workshops, or other professional activities to keep abreast of developments in anesthesiology.",0.0023452463160089122
"participate in student recruitment, registration, and placement activities.",0.010423316960039609
"participate in the administration of municipal elections, such as preparation or distribution of ballots, appointment or training of election officers, or tabulation or certification of results.",0.004039035322015348
participate in the development of study protocols including guidelines for administration or data collection procedures.,0.004039035322015348
participate in the development or implementation of online marketing strategy.,0.003778452398014358
"participate in the hiring process by reviewing credentials, conducting interviews, or making hiring decisions or recommendations.",0.014071477896053473
"participate in the inspection, grading, sorting, storage, and post-harvest treatment of crops.",0.0046904926320178245
"participate in the recruitment of employees through job fairs, career days, or advertising plans.",0.0035178694740133683
"participate in the research, development, or manufacturing of medicinal and pharmaceutical preparations.",0.003778452398014358
participate in the work of subordinates to facilitate productivity or to overcome difficult aspects of work.,0.2023426404867689
pass instruments or supplies to surgeon during procedure.,0.002214954854008417
"patrol assigned areas by car, boat, airplane, horse, or on foot to enforce game, fish, or boating laws or to manage wildlife programs, lakes, or land.",0.0019543719300074264
"perform accounting and bookkeeping activities, such as invoicing, maintaining financial records, budgeting, and handling cash.",0.004299618246016338
perform administrative duties such as serving as department head.,0.004039035322015348
"perform administrative duties, such as compiling and maintaining records, completing forms, preparing reports, or composing correspondence.",0.0035178694740133683
"perform administrative duties, such as preparing operational reports, distributing rehearsal call sheets and script copies, and arranging for rehearsal quarters.",0.0023452463160089122
"perform administrative functions, such as reviewing or writing reports, approving expenditures, enforcing rules, or purchasing of materials or services.",0.002214954854008417
"perform administrative support tasks, such as proofreading, transcribing handwritten information, or operating calculators or computers to work with pay records, invoices, balance sheets, or other documents.",0.0035178694740133683
"perform administrative tasks such as applying for grants, developing budgets, negotiating contracts, and designing and printing programs and other promotional materials.",0.004169326784015844
"perform before live audiences, or in television, radio, or movie productions.",0.003908743860014853
"perform clerical duties such as composing, typing and proofreading documents, scheduling appointments and meetings, handling mail and posting public notices.",0.0046904926320178245
"perform complex calculations as part of the analysis and evaluation of data, using computers.",0.019674010762074763
perform computations and apply methods of numerical analysis to data.,0.003778452398014358
"perform computer programming, data analysis, or software development for geographic information systems (gis) applications, including the maintenance of existing systems or research and development for future enhancements.",0.003908743860014853
"perform cost-benefit analyses to compare operating programs, review financial requests, or explore alternative financing methods.",0.01680759859806387
perform data backups and disaster recovery operations.,0.009641568188036638
"perform database verifications, using computers.",0.023322171698088624
"perform detailed calculations to compute and establish manufacturing, construction, or installation standards or specifications.",0.008208362106031193
"perform experiments and computer modeling to study the nature, structure, and physical and chemical properties of metals and their alloys, and their responses to applied forces.",0.0160258498260609
"perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.",0.026709749710101496
"perform general office duties, such as filing, answering telephones, and handling routine correspondence.",0.002475537778009407
"perform general office duties, such as taking or transcribing dictation, typing or proofreading correspondence, distributing or filing official forms, or scheduling appointments.",0.0023452463160089122
"perform geospatial data building, modeling, or analysis, using advanced spatial analysis, data manipulation, or cartography software.",0.0186316790660708
"perform humorous and serious interpretations of emotions, actions, and situations, using body movements, facial expressions, and gestures.",0.06319135907024012
"perform hydraulic analyses of water supply systems or water distribution networks to model flow characteristics, test for pressure losses, or to identify opportunities to mitigate risks and improve operational efficiency.",0.002475537778009407
"perform initial debugging procedures by reviewing configuration files, logs, or code pieces to determine breakdown source.",2.0097458013576373
"perform laboratory procedures following protocols including deoxyribonucleic acid (dna) sequencing, cloning and extraction, ribonucleic acid (rna) purification, or gel electrophoresis.",0.003908743860014853
perform monitoring activities to ensure that ships comply with international regulations and standards for life saving equipment and pollution preventatives.,0.004429909708016834
perform narration of productions or present announcements.,0.0035178694740133683
perform needs assessments or consult with clients to determine the types of research and information required.,0.020716342458078723
"perform ongoing hardware and software maintenance operations, including installing or upgrading hardware or software.",0.008599236492032676
"perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.",0.09993355135437974
"perform or evaluate research, such as detailed company or industry analyses, to inform financial forecasting, decision making, or valuation.",0.018110513218068818
"perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (mri), computer tomography (ct), positron emission tomography (pet), nuclear cardiology treadmill studies, mammography, or ultrasound.",0.007296321872027726
"perform quality control audits to ensure accuracy, completeness, or proper usage of clinical systems and data.",0.004951075556018814
perform risk analyses so that appropriate countermeasures can be developed.,0.08755586246433271
perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures.,0.04768667509218121
"perform routine system administrative functions such as troubleshooting, back-ups, and upgrades.",1.8123542364268868
"perform searches for qualified job candidates, using sources such as computer databases, networking, internet recruiting resources, media advertisements, job fairs, recruiting firms, or employee referrals.",0.010162734036038618
perform securities valuation or pricing.,0.005081367018019309
perform security analyses of developed or packaged software components.,0.021758674154082683
perform spatial analysis and modeling using geographic information system techniques.,0.002084663392007922
"perform statistical analyses, such as social network pattern analysis, network modeling, discrete event simulation, agent-based modeling, statistical natural language processing, computational sociology, mathematical optimization, or systems dynamics.",0.012638271814048026
perform statistical analysis of environmental data.,0.002214954854008417
"perform system analysis, data analysis or programming, using a variety of computer languages and procedures.",0.016547015674062877
perform systems analysis and programming tasks to maintain and control the use of computer systems software as a systems programmer.,0.005081367018019309
"perform various data entry or word processing tasks, such as updating phone directories, typing or proofreading documents, or creating schedules.",0.002214954854008417
photograph objects for documentation.,0.00586311579002228
"place prices or descriptive signs on backdrops, fixtures, merchandise, or floor.",0.0019543719300074264
plan alteration or modification of existing transportation structures to improve safety or function.,0.002214954854008417
"plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.",0.08416828445231984
plan and conduct new employee orientation to foster positive attitude toward organizational objectives.,0.0023452463160089122
"plan and conduct research to develop and test theories about societal issues such as crime, group relations, poverty, and aging.",0.025276543628096053
plan and conduct special research projects in area of interest or expertise.,0.007687196258029211
"plan and conduct teacher training programs and conferences dealing with new classroom procedures, instructional materials and equipment, and teaching aids.",0.005341949942020299
plan and coordinate advertising campaigns and sales promotions and prepare merchandise displays and advertising copy.,0.010944482808041589
"plan and deliver client-centered programs and services, such as special services for corporate clients, storytelling for children, newsletters, or programs for special groups.",0.0035178694740133683
plan and develop audio-visual devices for public programs.,0.002736120702010397
plan and develop curricula and materials for training programs and conduct training.,0.04625346901017577
"plan and develop instructional methods and content for educational, vocational, or student activity programs.",0.13485166317051242
"plan and develop pre-production ideas into outlines, scripts, story boards, and graphics, using own ideas or specifications of assignments.",0.01198681450404555
"plan and develop programs, agendas, budgets, and services according to customer requirements.",0.009380985264035649
plan and direct physical conditioning programs that will enable athletes to achieve maximum performance.,0.0019543719300074264
"plan and direct research to characterize and compare the economic, demographic, health care, social, political, linguistic, and religious institutions of distinct cultural groups, communities, and organizations.",0.019934593686075752
plan and establish transportation routes.,0.002736120702010397
plan and execute advertising policies and strategies for organizations.,0.009380985264035649
plan and execute medical care programs to aid in the mental and physical growth and development of children and adolescents.,0.003257286550012378
plan and follow the most efficient routes for delivering goods.,0.028403538716107932
plan and formulate flight activities and test schedules and prepare flight evaluation reports.,0.007817487720029706
plan and install upgrades of database management system software to enhance database performance.,0.009902151112037629
"plan and lead professional development activities for teachers, administrators, and support staff.",0.006514573100024756
"plan and organize the acquisition, storage, and exhibition of collections and related materials, including the selection of exhibition themes and designs, and develop or install exhibit materials.",0.04247501661216141
"plan and prepare advertising and promotional material to increase sales of products or services, working with customers, company officials, sales departments, and advertising agencies.",0.08299566129431539
plan and prepare audio-visual teaching aids and methods for use in school systems.,0.004820784094018319
plan and price menu items.,0.03569986058813566
"plan and promote career and employment-related programs and events, such as career planning presentations, work-experience programs, job fairs, and career workshops.",0.007817487720029706
"plan and promote sporting events and social, cultural, and recreational activities.",0.002084663392007922
"plan and schedule programming and event coverage, based on broadcast length, time availability, and other factors, such as community needs, ratings data, and viewer demographics.",0.005993407252022775
"plan and supervise class projects, field trips, visits by guest speakers, or other experiential activities, and guide students in learning from those activities.",0.004299618246016338
"plan arrangement according to client's requirements, utilizing knowledge of design and properties of materials, or select appropriate standard design pattern.",0.002866412164010892
plan commercial displays to entice and appeal to customers.,0.002084663392007922
plan crop activities based on factors such as crop maturity or weather conditions.,0.007166030410027231
"plan details such as framing, composition, camera movement, sound, and actor movement for each shot or scene.",0.007556904796028716
"plan layout and installation of electrical wiring, equipment, or fixtures, based on job specifications and local codes.",0.002214954854008417
plan layout of electric power generating plants or distribution lines or stations.,0.002084663392007922
plan layouts of structural architectural projects.,0.004299618246016338
"plan menus or diets or guide individuals or families in food selection, preparation, or menu planning, based upon nutritional needs and established guidelines.",0.037523941056142596
"plan or adjust routes based on changing conditions, using computer equipment, global positioning systems (gps) equipment, or other navigation devices to minimize fuel consumption and carbon emissions.",0.019543719300074265
"plan or conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.",0.005081367018019309
"plan or conduct basic genomic and biological research related to areas such as regulation of gene expression, protein interactions, metabolic networks, and nucleic acid or protein complexes.",0.006775156024025746
"plan or conduct market or public opinion research to test products or determine potential for product success, communicating results to client or management.",0.016547015674062877
plan or coordinate activities concerned with investigating and resolving customers' reports of technical problems with aircraft or aerospace vehicles.,0.002736120702010397
"plan or design structures such as residences, office buildings, theatres, factories, or other structural properties in accordance with environmental, safety, or other regulations.",0.0029967036260113876
"plan or develop research models, using knowledge of mathematical and statistical concepts.",0.03895714713814804
"plan or direct development or communication of programs to maintain favorable public or stockholder perceptions of an organization's accomplishments, agenda, or environmental responsibility.",0.021237508306080705
plan or direct research studies related to life sciences.,0.002475537778009407
plan or direct spa services and programs.,0.002736120702010397
plan or implement follow-up or aftercare programs for clients to be discharged from treatment programs.,0.002475537778009407
plan or implement improvements to internal or external logistics systems or processes.,0.011335357194043076
"plan or implement special safety or preventive programs, such as fire or accident prevention.",0.002214954854008417
plan or lead religious education programs.,0.007166030410027231
plan or schedule engineering research or development projects involving microelectromechanical systems (mems) technology.,0.002736120702010397
plan parties or other special events and services.,0.1727664786126565
"plan pipe system layout, installation, or repair, according to specifications.",0.006253990176023765
"plan project arrangements or outlines, and organize material accordingly.",0.021628382692082188
"plan routes, itineraries, and accommodation details, and compute fares and fees, using schedules, rate books, and computers.",0.003648160936013863
plan store layouts or design displays.,0.004560201170017329
"plan study of work problems and procedures, such as organizational change, communications, information flow, integrated production methods, inventory control, or cost analysis.",0.017198472984065353
"plan the contents of publications according to the publication's style, editorial policy, and publishing requirements.",0.00560253286602129
"plan tour itineraries, applying knowledge of travel routes and destination sites.",0.027100624096102983
plan work on orders so that items served together are finished at the same time.,0.002605829240009902
"plan work procedures, using charts, technical manuals, and experience.",0.004820784094018319
"plan, administer, and control budgets for contracts, equipment, and supplies.",0.002084663392007922
"plan, assemble, and stock product displays in retail stores, or make recommendations to retailers regarding product displays, promotional programs, and advertising.",0.004169326784015844
"plan, coordinate and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.",0.0560253286602129
"plan, coordinate, and implement network security measures to protect data, software, and hardware.",0.04286589099816289
"plan, describe, arrange, and sell itinerary tour packages and promotional travel incentives offered by various travel carriers.",0.012638271814048026
"plan, develop, and provide training and staff development programs, using knowledge of the effectiveness of methods such as classroom training, demonstrations, on-the-job training, meetings, conferences, and workshops.",0.030879076494117343
"plan, develop, evaluate, improve, and communicate methods and techniques for selecting, promoting, compensating, evaluating, and training workers.",0.016156141288061393
"plan, develop, maintain, or operate a variety of health record indexes or storage and retrieval systems to collect, classify, store, or analyze information.",0.01576526690205991
"plan, direct, and coordinate risk and insurance programs of establishments to control risks and losses.",0.004560201170017329
"plan, direct, and participate in recruitment and enrollment activities.",0.007166030410027231
"plan, direct, or coordinate security activities to safeguard company assets, employees, guests, or others on company property.",0.006514573100024756
"plan, direct, or supervise the food preparation or cooking activities of multiple kitchens or restaurants in an establishment such as a restaurant chain, hospital, or hotel.",0.008078070644030697
"plan, evaluate, and revise curricula, course content, and course materials and methods of instruction.",0.066578937082253
"plan, evaluate, and revise curricula, course content, course materials, and methods of instruction.",0.22019257078083673
"plan, evaluate, or modify treatment programs based on information gathered by observing and interviewing patients, or by analyzing patient records.",0.005341949942020299
"plan, implement and administer programs and services in a health care or medical facility, including personnel administration, training, and coordination of medical, nursing and physical plant staff.",0.004169326784015844
"plan, implement, or administer health programs in hospitals, businesses, or communities for prevention and treatment of injuries or illnesses.",0.003257286550012378
"plan, implement, or administer health programs or standards in hospitals, businesses, or communities for prevention or treatment of injury or illness.",0.014071477896053473
"plan, implement, or maintain procedures for mixing, packaging, or labeling pharmaceuticals, according to policy and legal requirements, to ensure quality, security, and proper disposal.",0.010553608422040103
"plan, organize, or direct activities concerned with the construction or maintenance of structures, facilities, or systems.",0.014853226668056442
"plan, organize, or lead structured programs of counseling, work, study, recreation, or social activities for clients.",0.012117105966046045
"plan, prepare, and develop various teaching aids such as bibliographies, charts, and graphs.",0.03153053380411982
"plan, prepare, or carry out individually designed programs of physical treatment to maintain, improve, or restore physical functioning, alleviate pain, or prevent physical dysfunction in patients.",0.010032442574038123
"plan, provide, or evaluate educational programs for nursing staff, health care teams, or the community.",0.004429909708016834
"plan, schedule, and coordinate general maintenance, major repairs, and remodeling or construction projects for commercial or residential properties.",0.005211658480019804
"plan, schedule, or coordinate construction project activities to meet deadlines.",0.0029967036260113876
"plan, schedule, or coordinate funerals, burials, or cremations, arranging details such as floral delivery or the time and place of services.",0.002736120702010397
"plan, supervise, and conduct psychological research and write papers describing research results.",0.004429909708016834
"portray and interpret roles, using speech, gestures, and body movements, to entertain, inform, or instruct radio, film, television, or live audiences.",0.12547067790647679
"position text and art elements from a variety of databases in a visually appealing way to design print or web pages, using knowledge of type styles and size and layout patterns.",0.0694453492462639
pray and promote spirituality.,0.011465648656043569
"predict future gang, organized crime, or terrorist activity, using analyses of intelligence data.",0.004560201170017329
"prepare activity reports to inform management of the status and implementation plans of programs, services, and quality initiatives.",0.008338653568031687
"prepare administrative, technical, or statistical reports on traffic-operation matters, such as accidents, safety measures, or pedestrian volume or practices.",0.0031269950880118825
"prepare affidavits or other documents, such as legal correspondence, and organize and maintain documents in paper or electronic filing system.",0.002475537778009407
prepare all materials for transactions or execution of deals.,0.004429909708016834
"prepare and administer written, oral, and performance tests and issue grades in accordance with performance.",0.002475537778009407
"prepare and administer written, oral, and performance tests, and issue grades in accordance with performance.",0.003908743860014853
"prepare and deliver lectures to undergraduate or graduate students and the community on topics such as ethics, logic, and contemporary religious thought.",0.019022553452072287
"prepare and deliver lectures to undergraduate or graduate students on topics such as abnormal psychology, cognitive processes, and work motivation.",0.07413584187828172
"prepare and deliver lectures to undergraduate or graduate students on topics such as anatomy, therapeutic recreation, and conditioning theory.",0.173157352998658
"prepare and deliver lectures to undergraduate or graduate students on topics such as children's literature, learning and development, and reading instruction.",0.025406835090096544
"prepare and deliver lectures to undergraduate or graduate students on topics such as civil procedure, contracts, and torts.",0.004169326784015844
"prepare and deliver lectures to undergraduate or graduate students on topics such as collection development, archival methods, and indexing and abstracting.",0.002866412164010892
"prepare and deliver lectures to undergraduate or graduate students on topics such as family behavior, child and adolescent mental health, and social intervention evaluation.",0.04690492632017824
"prepare and deliver lectures to undergraduate or graduate students on topics such as financial accounting, principles of marketing, and operations management.",0.002866412164010892
"prepare and deliver lectures to undergraduate or graduate students on topics such as hazardous waste management, industrial safety, and environmental toxicology.",0.00612369871402327
prepare and deliver lectures to undergraduate or graduate students on topics such as how to speak and write a foreign language and the cultural aspects of areas where a particular language is used.,0.3811025263514482
"prepare and deliver lectures to undergraduate or graduate students on topics such as linear algebra, differential equations, and discrete mathematics.",0.0035178694740133683
"prepare and deliver lectures to undergraduate or graduate students on topics such as mechanics, hydraulics, and robotics.",0.030879076494117343
"prepare and deliver lectures to undergraduate or graduate students on topics such as organic chemistry, analytical chemistry, and chemical separation.",0.004429909708016834
"prepare and deliver lectures to undergraduate or graduate students on topics such as poetry, novel structure, and translation and adaptation.",0.03400607158212922
"prepare and deliver lectures to undergraduate or graduate students on topics such as quantum mechanics, particle physics, and optics.",0.10293025498039113
"prepare and deliver lectures to undergraduate or graduate students on topics such as race and ethnic relations, gender studies, and cross-cultural perspectives.",0.005081367018019309
"prepare and deliver lectures to undergraduate or graduate students on topics such as race and ethnic relations, measurement and data collection, and workplace social relations.",0.002214954854008417
"prepare and deliver news, sports, or weather reports, gathering and rewriting material so that it will convey required information and fit specific time slots.",0.002475537778009407
"prepare and deliver presentations to communicate economic and environmental study results, to present policy recommendations, or to raise awareness of environmental consequences.",0.0035178694740133683
prepare and deliver sales presentations to new and existing customers to sell new advertising programs and to protect and increase existing advertising.,0.004039035322015348
prepare and deliver sermons or other talks.,0.02801266433010645
prepare and deliver technical presentations that explain products or services to customers and prospective customers.,0.00560253286602129
"prepare and distribute health education materials, such as reports, bulletins, and visual aids, to address smoking, vaccines, and other public health concerns.",0.007296321872027726
"prepare and distribute leaflets, pamphlets, and visual aids for educational and informational purposes.",0.002475537778009407
"prepare and draft legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts.",0.006775156024025746
"prepare and facilitate tutoring workshops, collaborative projects, or academic support sessions for small groups of students.",0.01120506573204258
prepare and implement remedial programs for students requiring extra help.,0.002866412164010892
"prepare and interpret specifications, calculating weights, volumes, and stress factors.",0.002866412164010892
"prepare and issue orders of the court, such as probation orders, release documentation, sentencing information, or summonses.",0.002736120702010397
"prepare and issue work schedules, deadlines, and duty assignments for office or administrative staff.",0.003257286550012378
"prepare and maintain attendance, activity, planning, accounting, or personnel reports and records for officials and agencies, or direct preparation and maintenance activities.",0.002605829240009902
"prepare and maintain records and reports of inventories, price lists, shortages, shipments, expenditures, and goods used or issued.",0.0031269950880118825
"prepare and maintain records and reports, such as budgets, personnel records, or training manuals.",0.005732824328021784
"prepare and maintain work records and reports of information such as employee time and wages, daily receipts, or inspection results.",0.002866412164010892
"prepare and present summaries and analyses of survey data, including tables, graphs, and fact sheets that describe survey techniques and results.",0.034527237430131204
"prepare and process import and export documentation according to customs regulations, laws, or procedures.",0.003257286550012378
"prepare and process legal documents and papers, such as summonses, subpoenas, complaints, appeals, motions, and pretrial agreements.",0.006775156024025746
prepare and process requisitions and purchase orders for supplies and equipment.,0.0035178694740133683
"prepare and record changes to official documents and confirm changes with legal and compliance management staff, including enterprise-wide records management staff.",0.004169326784015844
prepare and review operational reports or project progress reports.,0.007687196258029211
"prepare and write reports detailing specific fire prevention and protection issues, such as work performed, revised codes or standards, and proposed review schedules.",0.002475537778009407
prepare appropriate formatting to data sets as requested.,0.12377688890047037
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prepare settlement agreements for disputants to sign.,0.00586311579002228
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prepare students for further education by encouraging them to explore learning opportunities and to persevere with challenging tasks.,0.0023452463160089122
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present drafts and ideas to clients.,0.007035738948026737
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process blood or other fluid samples for further analysis by other medical professionals.,0.0029967036260113876
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program computers to operate machinery.,0.003908743860014853
program electronic equipment.,0.07752341989029458
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provide information regarding the judicial system or other legal issues through the media and public speeches.,0.008990110878034162
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provide users with technical support for computer problems.,0.0029967036260113876
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publish engineering reports documenting design details or qualification test results.,0.00560253286602129
purchase new or used items from online or physical sources for resale via retail or auction web site.,0.002866412164010892
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read and interpret assembly blueprints or specifications manuals and plan assembly or building operations.,0.007166030410027231
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read and interpret maps to determine vehicle routes.,0.007166030410027231
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read prepared scripts describing acts or tricks presented during performances.,0.002736120702010397
read prescriptions or specifications and examine models or impressions to determine the design of dental products to be constructed.,0.0031269950880118825
read prescriptions or specifications to determine the type of product or device to be fabricated and the materials and tools that will be required.,0.004560201170017329
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read scripts and consult directors and other production staff to develop design concepts and plan productions.,0.008990110878034162
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read service guides to find information needed to perform repairs.,0.002475537778009407
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read technical literature and participate in continuing education or professional associations to maintain awareness of current database technology and best practices.,0.058631157900222795
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receive payment or obtain credit authorization.,0.038045106904144574
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recommend and provide advice on a wide variety of products and services.,0.13602428632851687
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recommend design modifications to eliminate machine or system malfunctions.,0.003648160936013863
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recommend improvements in security systems or procedures.,0.0320516996521218
recommend improvements to existing or planned logistics processes.,0.005732824328021784
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recommend merchandise or services that will meet customers' needs.,0.004039035322015348
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recommend methods to increase lifestyle physical activity.,0.017459055908066342
recommend methods to reduce potential financial fraud losses.,0.002214954854008417
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recommend new equipment or software packages.,0.010423316960039609
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recommend procedures or equipment or software upgrades to increase data accessibility or ease of use.,0.008599236492032676
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recommend purchase of storage equipment and design area layout to locate equipment in space available.,0.011074774270042085
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recommend the use of vitamin and mineral supplements to enhance the health of patients and children.,0.01224739742804654
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recommend treatment and prevention methods for pest problems to clients.,0.002866412164010892
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reconcile records of bank transactions.,0.0019543719300074264
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record and maintain all vital and fiscal records and accounts.,0.003387578012012873
record and process results of procedures.,0.014592643744055452
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record information about financial status of customers and status of collection efforts.,0.002605829240009902
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record operational data on specified forms.,0.002084663392007922
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record symbols on computer storage media and use computer aided transcription to translate and display them as text.,0.027882372868105954
record test data and document fabrication techniques on reports.,0.004039035322015348
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record work activities performed.,0.002214954854008417
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redesign the movement of goods to maximize value and minimize costs.,0.005341949942020299
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refer patients to appropriate health care services or resources.,0.004169326784015844
refer patients to medical specialists or other practitioners when necessary.,0.004039035322015348
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refer unresolved customer grievances to designated departments for further investigation.,0.0035178694740133683
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reinstall software programs or adjust settings on existing software to fix machine malfunctions.,0.06214902737423616
relay credit report information to subscribers by mail or by telephone.,0.014983518130056939
release information to persons or agencies according to regulations.,0.002214954854008417
"remotely monitor the flow of vehicles or inventory, using web-based logistics information systems to track vehicles or containers.",0.002475537778009407
"render drawings, illustrations, and sketches of buildings, manufactured products, or models, working from sketches, blueprints, memory, models, or reference materials.",0.002736120702010397
render sequential drawings that can be turned into animated films or advertisements.,0.002214954854008417
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replace and clean electrical or electronic components.,0.002475537778009407
"replace missing teeth and associated oral structures with permanent fixtures, such as implant-supported prostheses, crowns and bridges, or removable fixtures, such as dentures.",0.0019543719300074264
report all positions or trading results.,0.003387578012012873
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"report news stories for publication or broadcast, describing the background and details of events.",0.004299618246016338
report results of statistical analyses in peer-reviewed papers and technical manuals.,0.020064885148076247
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represent organizations before domestic or international regulatory agencies on major policy matters or decisions regarding company products.,0.013289729124050501
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research and analyze member or community needs to determine program directions and goals.,0.007296321872027726
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research and control animal selection and breeding practices to increase production efficiency and improve animal quality.,0.0023452463160089122
research and identify potential customers for products or services.,0.019804302224075258
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research and record the origins and historical significance of archival materials.,0.012117105966046045
research case law or outcomes of previous case hearings.,0.003778452398014358
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"research current trends and new technology, such as printing production techniques, computer software, and design trends.",0.002084663392007922
"research environmental sustainability issues, concerns, or stakeholder interests.",0.002736120702010397
research hardware or software products to meet technical networking or security needs.,0.012898854738049016
research how characteristics of plants or animals are carried through successive generations.,0.008208362106031193
research information requested by farmers.,0.007947779182030202
"research laws, court decisions, documents, opinions, briefs, or other information related to cases before the court.",0.026058292400099024
"research laws, regulations, policies, or precedent decisions to prepare for hearings.",0.008338653568031687
research legal issues and write opinions on the issues.,0.009380985264035649
research new financial products or analytics to determine their usefulness.,0.007035738948026737
"research or develop analytical tools to address issues such as portfolio construction or optimization, performance measurement, attribution, profit and loss measurement, or pricing models.",0.10384229521439459
"research or implement green automotive technologies involving alternative fuels, electric or hybrid cars, or lighter or more fuel-efficient vehicles.",0.0023452463160089122
"research or recommend textbooks, software, equipment, or other learning materials to complement tutoring.",0.0046904926320178245
"research particular roles to find out more about a character, or the time and place in which a piece is set.",0.00612369871402327
"research production topics using the internet, video archives, and other informational sources.",0.013159437662050005
"research reference materials, analyze production data, and consult with interested parties to develop ideas for new products.",0.0029967036260113876
"research technical requirements or environmental impacts of urban green spaces, such as green roof installations.",0.0023452463160089122
"research the chemical effects of substances, such as drugs, serums, hormones, or food, on tissues or vital processes.",0.00638428163802426
"research the history of a particular country or region, or of a specific time period.",0.053289207958202495
"research, compile, analyze and organize information from maps, reports, investigations, and books for use in reports and special projects.",0.14071477896053472
"research, compile, and prepare reports, manuals, correspondence, or other information required by management or governmental agencies.",0.016677307136063375
"research, document, rate, or select alternatives for web architecture or technologies.",0.003257286550012378
"research, evaluate, and prepare recommendations on curricula, instructional methods, and materials for school systems.",0.03687248374614011
"research, select, or apply sensors, communication technologies, or control devices for motion control, position sensing, pressure sensing, or electronic communication.",0.006514573100024756
"resolve any problems with itineraries, service, or accommodations.",0.008599236492032676
resolve customer complaints or answer customers' questions regarding policies and procedures.,0.03921773006214903
resolve customer complaints regarding problems such as payout errors.,0.008599236492032676
resolve customer complaints regarding sales and service.,0.014983518130056939
resolve customer complaints regarding worker performance or services rendered.,0.0023452463160089122
"resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.",0.02501596070409506
resolve discrepancies in accounting records.,0.007817487720029706
"resolve garbled or indecipherable messages, using cryptographic procedures and equipment.",0.003257286550012378
"resolve or clarify codes or diagnoses with conflicting, missing, or unclear information by consulting with doctors or others or by participating in the coding team's regular meetings.",0.004560201170017329
"resolve problems concerning transportation, logistics systems, imports or exports, or customer issues.",0.008990110878034162
resolve questions or problems with customs officials.,0.003648160936013863
resolve worker problems or collaborate with employees to assist in problem resolution.,0.002736120702010397
"respond to customer and supplier inquiries about order status, changes, or cancellations.",0.002605829240009902
respond to customer inquiries or complaints.,0.01224739742804654
"respond to customer, public, or media requests for information about wellness programs or services.",0.003257286550012378
respond to general inquiries or requests from the public.,0.012898854738049016
"respond to passengers' questions, requests, or complaints.",0.004560201170017329
respond to program error messages by finding and correcting problems or terminating the program.,0.1327669997785045
respond to questions from judicial officers or court staff on general legal issues.,0.002214954854008417
respond to requests for information from the media or designate an appropriate spokesperson or information source.,0.009250693802035153
"respond to requests for information from the public, other municipalities, state officials, or state and federal legislative offices.",0.008208362106031193
"respond to user email inquiries, or set up automated systems to send responses.",0.002084663392007922
retrieve information from central databases for storage in a library's computer.,0.015895558364060404
"retrieve, separate and sort program output as needed, and send data to specified users.",0.02631887532410001
return assignments to students in accordance with established deadlines.,0.0019543719300074264
"review advertising trends, consumer surveys, and other data regarding marketing of goods and services to determine the best way to promote products.",0.006253990176023765
review all securities transactions to ensure accuracy of information and conformance to governing agency regulations.,0.009250693802035153
"review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.",1.3485166317051245
"review and analyze legislation, laws, or public policy and recommend changes to promote or support interests of the general population or special groups.",0.013550312048051492
"review and analyze new, proposed, or revised laws, regulations, policies, and procedures to interpret their meaning and determine their impact.",0.07048768094226786
"review and analyze specifications, sketches, drawings, ideas, and related data to assess factors affecting component designs and the procedures and instructions to be followed.",0.02227984000208466
review and approve proofs submitted by composing room prior to publication production.,0.007687196258029211
review and edit standard operating procedures.,0.003648160936013863
"review and edit transcribed reports or dictated material for spelling, grammar, clarity, consistency, and proper medical terminology.",0.03947831298615002
review and evaluate clients' progress in relation to measurable goals described in treatment and care plans.,0.008990110878034162
"review and evaluate developed x-rays, video tape, or computer-generated information to determine if images are satisfactory for diagnostic purposes.",0.004299618246016338
review and evaluate employee performance.,0.004039035322015348
"review and evaluate materials, using book reviews, catalogs, faculty recommendations, and current holdings to select and order print, audio-visual, and electronic resources.",0.002214954854008417
"review and evaluate new and current programs to determine their efficiency, effectiveness, and compliance with state, local, and federal regulations and recommend any necessary modifications.",0.003908743860014853
review and evaluate notes taken about news events to isolate pertinent facts and details.,0.0046904926320178245
"review and evaluate requests from engineers, managers, and technicians for system modifications.",0.010944482808041589
"review and interpret government codes, and develop programs to ensure adherence to codes and facility safety, security, and maintenance.",0.0035178694740133683
"review and interpret plans, blueprints, site layouts, specifications, or construction methods to ensure compliance to legal requirements and safety regulations.",0.04468997146616982
review and revise sustainability proposals or policies.,0.0023452463160089122
review and update standard operating procedures or quality assurance manuals.,0.004039035322015348
"review and verify data, such as age, name, address, and principal sum and value of property on insurance applications and policies.",0.0035178694740133683
"review applications for site plans and permits and recommend approval, denial, modification, or further investigative action.",0.01276856327604852
review assembled films or edited videotapes on screens or monitors to determine if corrections are necessary.,0.005341949942020299
review billing for accuracy.,0.002605829240009902
"review blueprints, building codes, or specifications to determine work details or procedures.",0.009902151112037629
"review blueprints, sketches, or work orders to gather information about tasks to be completed.",0.005081367018019309
review books and journal articles for potential publication.,0.010423316960039609
review business trends to advise customers regarding expected fluctuations.,0.0023452463160089122
"review catalogs, industry periodicals, directories, trade journals, and internet sites and consult with other department personnel to locate necessary goods and services.",0.0023452463160089122
"review changes to financial, family, or employment situations to determine whether changes to existing debt management plans, spending plans, or budgets are needed.",0.007296321872027726
"review class material with students by discussing text, working solutions to problems, or reviewing worksheets or other assignments.",0.7893056767989993
review clinical or other medical research protocols and recommend appropriate statistical analyses.,0.002475537778009407
review clinical protocols to ensure collection of data needed for regulatory submissions.,0.01224739742804654
review collection reports to determine the status of collections and the amounts of outstanding balances.,0.007426613334028221
"review complaints, petitions, motions, or pleadings that have been filed to determine issues involved or basis for relief.",0.007426613334028221
review completed construction drawings and cost estimates for accuracy and conformity to standards and regulations.,0.026579458248101002
review contents of written orders to ensure adherence to legal requirements.,0.003778452398014358
"review correspondence for format and typographical accuracy, assemble the information into a prescribed form with the correct number of copies, and submit it to an authorized official for signature.",0.007947779182030202
"review data about material assets, net worth, liabilities, capital stock, surplus, income, and expenditures.",0.010423316960039609
"review design drawings or technical documents for completeness, correctness, or appropriateness.",0.002736120702010397
"review designs, codes, test plans, or documentation to ensure quality.",0.003908743860014853
"review development plans for transportation system effects, infrastructure requirements, or compliance with applicable transportation regulations.",0.007817487720029706
"review documents such as purchase orders, sales tickets, charge slips, or hospital records to compute fees or charges due.",0.005341949942020299
review employees' work to evaluate quality and quantity.,0.0023452463160089122
review employment applications and job orders to match applicants with job requirements.,0.014853226668056442
"review event bills for accuracy, and approve payment.",0.002736120702010397
"review existing disaster recovery, crisis management, or business continuity plans.",0.002214954854008417
"review existing electrical engineering criteria to identify necessary revisions, deletions, or amendments to outdated material.",0.002084663392007922
review existing manufacturing processes to identify opportunities for yield improvement or reduced process variation.,0.008729527954033171
"review existing or incoming data for currency, accuracy, usefulness, quality, or completeness of documentation.",0.003908743860014853
review existing policies or legislation to identify environmental impacts.,0.008859819416033667
review facts of incidents to determine if criminal act or statute violations were involved.,0.009380985264035649
review filed tax returns to determine whether claimed tax credits and deductions are allowed by law.,0.002214954854008417
"review files, records, and other documents to obtain information to respond to requests.",0.021367799768081196
review final layouts and suggest improvements as needed.,0.005341949942020299
"review financial periodicals, stock and bond reports, business publications, or other material to identify potential investments for clients or to keep abreast of trends affecting market conditions.",0.013029146200049512
"review financial statements, sales or activity reports, or other performance data to identify opportunities for cost reductions or service improvements.",0.052507459186199534
"review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.",0.10788133053640996
review footage sequence by sequence to become familiar with it before assembling it into a final product.,0.00612369871402327
"review forms and reports and confer with management and users about format, distribution, and purpose, and to identify problems and improvements.",0.003648160936013863
"review global, national, or regional transportation or logistics reports for ways to improve efficiency or minimize the environmental impact of logistics activities.",0.0019543719300074264
review grant applications or make funding recommendations.,0.010423316960039609
review illustrative material to determine if it conforms to standards and specifications.,0.0019543719300074264
review information about programs and schedules to ensure accuracy and provide such information to local media outlets.,0.005341949942020299
"review instructional content, methods, and student evaluations to assess strengths and weaknesses, and to develop recommendations for course revision, development, or elimination.",0.1893134942867194
review insurance policy terms to determine whether a particular loss is covered by insurance.,0.01889226199007179
review insurance policy to determine coverage.,0.002736120702010397
review legal publications and perform database searches to identify laws and court decisions relevant to pending cases.,0.0023452463160089122
"review manufacturer's and trade catalogs, drawings and other data relative to operation, maintenance, and service of equipment.",0.002475537778009407
review manuscripts for publication in books and professional journals.,0.01732876444606585
review materials such as marketing literature or user manuals to ensure that regulatory agency requirements are met.,0.002475537778009407
"review menus and analyze recipes to determine labor and overhead costs, and assign prices to menu items.",0.008859819416033667
"review new product plans and make recommendations for material selection based on design objectives, such as strength, weight, heat resistance, electrical conductivity, and cost.",0.002605829240009902
review operating budgets to analyze trends affecting budget needs.,0.0023452463160089122
"review operating practices and procedures to determine whether improvements can be made in areas such as workflow, reporting procedures, or expenditures.",0.04625346901017577
review operational records and reports to project sales and determine profitability.,0.004820784094018319
review operations and confer with technical or administrative staff to resolve production or processing problems.,0.014462352282054957
"review or approve designs, calculations, or cost estimates.",0.009120402340034658
review or evaluate proposals or bids to make recommendations regarding awarding of contracts.,0.002736120702010397
review or transmit images and information using picture archiving or communications systems.,0.009250693802035153
"review or update web page content or links in a timely manner, using appropriate tools.",0.04286589099816289
review papers for colleagues and scientific journals.,0.019934593686075752
review papers for publication in journals.,0.014853226668056442
"review papers or serve on editorial boards for scientific journals, and review grant proposals for federal agencies.",0.02553712655209704
"review papers or serve on editorial boards for scientific journals, and review grant proposals for various agencies.",0.023582754622089617
"review patients' dietary restrictions, food allergies, and preferences to ensure patient receives appropriate diet.",0.002084663392007922
"review performer information, such as photos, resumes, voice tapes, videos, and union membership, to decide whom to audition for parts.",0.004299618246016338
"review plans for new construction with clients, enumerating and recommending available options and features.",0.008078070644030697
"review prescription, diagnosis, patient chart, and identification.",0.002084663392007922
review procedures in database management system manuals for making changes to database.,0.02801266433010645
"review procedures, such as distribution or inventory management, to ensure maximum efficiency or minimum cost.",0.003257286550012378
"review production schedules, engineering specifications, orders, and related information to obtain knowledge of manufacturing methods, procedures, and activities.",0.00560253286602129
"review program specifications or blueprints to determine and set machine operations and sequencing, finished workpiece dimensions, or numerical control sequences.",0.003908743860014853
"review project activities and prepare and review research, testing, or operational reports.",0.016677307136063375
"review project instructions and specifications to identify, modify and plan requirements fabrication, assembly and testing.",0.003387578012012873
review project plans to plan and coordinate project activity.,0.017980221756068324
review project requests describing database user needs to estimate time and cost required to accomplish project.,0.003257286550012378
"review property listings, trade journals, and relevant literature, and attend conventions, seminars, and staff and association meetings to remain knowledgeable about real estate markets.",0.015244101054057928
"review proposed study protocols to evaluate factors such as sample collection processes, data management plans, and potential subject risks.",0.014071477896053473
"review published materials and recommend revisions or changes in scope, format, content, and methods of reproduction and binding.",0.1835806699586976
review quality documentation necessary for regulatory submissions and inspections.,0.002866412164010892
"review records for completeness, accuracy, and compliance with regulations.",0.02241013146408516
review records or reports for clarity and completeness and maintain records or reports as required under federal law.,0.008208362106031193
review rents to ensure that they are in line with rental markets.,0.002475537778009407
review reports of securities transactions or price lists to analyze market conditions.,0.015374392516058422
review reports of suspected fraud to determine need for further investigation.,0.007035738948026737
review reports submitted by staff members to recommend approval or to suggest changes.,0.0023452463160089122
"review research literature to maintain knowledge on topics related to industrial ecology, such as physical science, technology, economy, and public policy.",0.0023452463160089122
review research literature to remain current on psychological science issues.,0.01276856327604852
"review research or literature in art therapy, psychology, or related disciplines.",0.01758934737006684
"review scientific literature, participate in continuing education activities, or attend conferences and seminars to maintain current knowledge of clinical studies affairs and issues.",0.006514573100024756
review scientific proposals and research papers.,0.03218199111412229
"review scripts or other production information to determine a story's locale or period, as well as the number of characters and required costumes.",0.005732824328021784
review selected tax returns to determine the nature and extent of audits to be performed on them.,0.0019543719300074264
review sets of photographs to select the best work.,0.005732824328021784
"review software documentation to ensure technical accuracy, compliance, or completeness, or to mitigate risks.",0.3369337207332803
review subject matter of materials to be classified and select classification numbers and headings according to classification systems.,0.010032442574038123
review technical documents to ensure completeness and conformance to requirements.,0.013550312048051492
"review time sheets, work charts, wage computation, and other information to detect and reconcile payroll discrepancies.",0.002214954854008417
"review work done by others to check for correct spelling and grammar, ensure that company format policies are followed, and recommend revisions.",0.010162734036038618
review work orders and discuss work with supervisors.,0.0035178694740133683
review work orders and procedural manuals and confer with vendors and design staff to resolve problems and modify design.,0.010814191346041094
"review work orders, blueprints, specifications, or job samples to determine components, settings, and adjustments for cutting and slicing machines.",0.030097327722114372
review work plans to schedule activities.,0.0031269950880118825
"review work procedures and operational problems to determine ways to improve service, performance, or safety.",0.0019543719300074264
"review written, audio, or video copy and correct errors in content, grammar, or punctuation, following prescribed editorial style and formatting guidelines.",0.04221443368816041
"review, approve, or interpret genetic laboratory results.",0.007817487720029706
"review, classify, and record survey data in preparation for computer analysis.",0.02227984000208466
"review, evaluate, accept, and coordinate completion of work bid from contractors.",0.004429909708016834
"review, evaluate, and approve specifications for issuing and awarding bids.",0.0019543719300074264
"revise existing marketing plans or campaigns for green products, technologies, or services.",0.00690544748602624
"revise programs or tapes to eliminate errors, and retest programs to check that problems have been solved.",0.10162734036038618
revise work to meet editorial approval or to fit time or space requirements.,0.011335357194043076
"revise written material to meet personal standards and to satisfy needs of clients, publishers, directors, or producers.",0.03309403134812575
"rewrite original musical scores in different musical styles by changing rhythms, harmonies, or tempos.",0.003648160936013863
"route or reroute drivers in real time with remote route navigation software, satellite linkup systems, or global positioning systems (gps) to improve operational efficiencies.",0.004951075556018814
"sample and test air to identify gasses, such as bromine, ozone, or sulfur dioxide, or particulates, such as mold, dust, or allergens.",0.00612369871402327
scan or read incoming materials to determine how and where they should be classified or filed.,0.0029967036260113876
schedule and conduct closings of mortgage transactions.,0.002214954854008417
"schedule and confirm appointments for clients, customers, or supervisors.",0.011074774270042085
"schedule and confirm patient diagnostic appointments, surgeries, or medical consultations.",0.002736120702010397
schedule and maintain regular office hours to meet with students.,0.002475537778009407
schedule appointments and maintain and update appointment calendars.,0.010814191346041094
schedule appointments for patients.,0.002084663392007922
"schedule appointments, prepare bills and receive payment for dental services, complete insurance forms, and maintain records, manually or using computer.",0.0031269950880118825
"schedule events and organize details, including refreshment, entertainment, decorations, and the collection of any fees.",0.008468945030032182
"schedule or manage staff, such as volunteer usher corps.",0.0019543719300074264
schedule space or equipment for special programs and prepare lists of participants.,0.003778452398014358
"schedule special events such as camps, conferences, meetings, seminars, or retreats.",0.004820784094018319
"script, plan, and create animated narrative sequences under tight deadlines, using computer software and hand drawing techniques.",0.002866412164010892
"search electronic sources, such as databases or repositories, or manual sources for information.",0.031009367956117837
"search for specific sets of stored, typed characters to make changes.",0.014332060820054462
search scientific literature to select and modify methods and procedures most appropriate for genetic research goals.,0.017459055908066342
"search standard reference materials, including online sources and the internet, to answer patrons' reference questions.",0.038045106904144574
secure commitments of participation or donation from individuals or corporate donors.,0.002475537778009407
seek and provide information to help companies determine their position in the marketplace.,0.041562976378157944
seek out and learn new music suitable for live performance or recording.,0.0035178694740133683
select activities that will help individuals learn work and life-management skills within limits of their mental or physical capabilities.,0.007947779182030202
"select and assemble books, materials, supplies, and equipment for training, courses, or projects.",0.004169326784015844
select and combine the most effective shots of each scene to form a logical and smoothly running story.,0.005732824328021784
"select and edit documents for publication and display, applying knowledge of subject, literary expression, and presentation techniques.",1.4057145835233418
"select and purchase technical web services, such as web hosting services, online merchant accounts, shopping cart software, payment gateway software, or spyware.",0.002084663392007922
"select and use laboratory, operational, or diagnostic techniques or test equipment to assess electromechanical circuits, equipment, processes, systems, or subsystems.",0.0641033993042436
select appropriate curricula or class structures for educational programs.,0.002736120702010397
select cartographic elements needed for effective presentation of information.,0.009380985264035649
"select material most pertinent to presentation, and organize this material into appropriate formats.",0.18866203697671693
"select materials for use based on strength, color, texture, balance, weight, size, malleability and other characteristics.",0.002736120702010397
"select methods, techniques, or criteria for data warehousing evaluative procedures.",0.002866412164010892
"select or assist customers in selecting products based on customer needs, product specifications, and applicable regulations.",0.04065093614415447
select or direct the execution of trades.,0.00638428163802426
"select photographs, drawings, sketches, diagrams, and charts to illustrate material.",0.008468945030032182
select plays or scripts for production and determine how material should be interpreted and performed.,0.010814191346041094
"select plays, scripts, books, or ideas to be produced.",0.004039035322015348
"select program content, in conjunction with producers and assistants, based on factors such as program specialties, audience tastes, or requests from the public.",0.01680759859806387
"select programming languages, design tools, or applications.",0.0046904926320178245
"select qualified job applicants or refer them to managers, making hiring recommendations when appropriate.",0.003778452398014358
select specific investments or investment mixes for purchase by an investment fund.,0.004820784094018319
select statistical tests for analyzing data.,0.01837109614206981
"select the most suitable cleaning materials for different types of linens, furniture, flooring, and surfaces.",0.009902151112037629
"select themes, lighting, colors, or props to be used.",0.0066448645620252504
select travel routes and sites to be visited based on knowledge of specific areas.,0.0019543719300074264
"select, calibrate, or operate equipment used in the non-destructive testing (ndt) of products or materials.",0.0019543719300074264
"sell services or equipment, such as trusts, investments, or check processing services.",0.0019543719300074264
"send, receive, and interpret coded messages.",0.005341949942020299
"serve as a confidential point of contact for employees to communicate with management, seek clarification on issues or dilemmas, or report irregularities.",0.002214954854008417
serve as a liaison between the university and other governmental and educational agencies.,0.002605829240009902
"serve as a link between management and employees by handling questions, interpreting and administering contracts and helping resolve work-related problems.",0.0066448645620252504
"serve as liaisons between organizations, shareholders, and outside organizations.",0.003778452398014358
"serve on academic or administrative committees that deal with institutional policies, departmental matters, and academic issues.",0.003778452398014358
"service and repair domestic electrical or gas appliances, such as clothes washers, refrigerators, stoves, and dryers.",0.004429909708016834
"set credit policies, credit lines, procedures and standards in conjunction with senior managers.",0.002475537778009407
set prices or credit terms for goods or services based on forecasts of customer demand.,0.008729527954033171
"set time and speed controls for mixing machines, blending machines, or steam kettles so that ingredients will be mixed or cooked according to instructions.",0.004169326784015844
set up and adjust machines and equipment.,0.002736120702010397
"set up and conduct chemical experiments, tests, and analyses, using techniques such as chromatography, spectroscopy, physical or chemical separation techniques, or microscopy.",0.03140024234211932
"set up and maintain medical files and databases, including records such as x-ray, lab, and procedure reports, medical histories, diagnostic workups, admission and discharge summaries, and clinical resumes.",0.005341949942020299
"set up and operate computer editing systems, electronic titling systems, video switching equipment, and digital video effects units to produce a final product.",0.004169326784015844
"set up and operate specialized or standard test equipment to diagnose, test, or analyze the performance of electronic components, assemblies, or systems.",0.11426561217443422
set up and oversee administrative policies and procedures for offices or organizations.,0.002084663392007922
set up appointments for parties to meet for mediation.,0.005211658480019804
"set up database clusters, backup, or recovery processes.",0.0035178694740133683
"set up equipment for employee use, performing or ensuring proper installation of cables, operating systems, or appropriate software.",0.03765423251814309
"set up mechanical, hydraulic, or electric test equipment in accordance with engineering specifications, standards, or test procedures.",0.022801005850086643
"set up, adjust, calibrate, clean, maintain, and troubleshoot laboratory and field equipment.",0.0046904926320178245
"set up, operate, and tend equipment that cooks, mixes, blends, or processes ingredients in the manufacturing of food products, according to formulas or recipes.",0.002475537778009407
"set up, test, and adjust recording equipment for recording sessions and live performances.",0.0019543719300074264
"share information about religious issues by writing articles, giving speeches, or teaching.",0.09420072702635797
"show, rent, or assign accommodations.",0.003387578012012873
"sketch rough and detailed drawings of apparel or accessories, and write specifications such as color schemes, construction, material types, and accessory requirements.",0.008208362106031193
solicit and compile listings of available rental properties.,0.002214954854008417
"sort and file correspondence and perform miscellaneous clerical duties, such as answering correspondence and writing reports.",0.009641568188036638
"sort or classify information according to guidelines, such as content, purpose, user criteria, or chronological, alphabetical, or numerical order.",0.002475537778009407
speak foreign languages to communicate with foreign visitors.,0.012638271814048026
"speak to community groups to explain and interpret agency purposes, programs, and policies.",0.004820784094018319
"speak to various groups, organizations, and clubs to promote the aims and activities of historical societies.",0.007556904796028716
"specify food portions and courses, production and time sequences, and workstation and equipment arrangements.",0.003387578012012873
specify inputs accessed by the system and plan the distribution and use of the results.,0.005211658480019804
"specify power supply requirements and configuration, drawing on system performance expectations and design specifications.",0.002084663392007922
specify power supply requirements and configuration.,0.01563497544005941
specify users and user access levels for each segment of database.,0.022019257078083672
"stack cargo in locations such as transit sheds or in holds of ships as directed, using pallets or cargo boards.",0.002866412164010892
"standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds.",0.006253990176023765
"stay abreast of changes in import or export laws or regulations by reading current literature, attending meetings or conferences, or conferring with colleagues.",0.014853226668056442
stay informed of logistics technology advances and apply appropriate technology to improve logistics processes.,0.003648160936013863
stay informed of the latest styles and hair care techniques.,0.00560253286602129
stay up-to-date on new regulations and current events regarding food science by reviewing scientific literature.,0.0031269950880118825
stop gathering arms when cars are full.,0.003387578012012873
store food in designated containers and storage areas to prevent spoilage.,0.026840041172101994
"store, retrieve, and manipulate data for analysis of system capabilities and requirements.",0.2872926737110917
"structure or negotiate deals, such as corporate mergers, sales, or acquisitions.",0.04416880561816784
study and analyze information about alternative courses of action to determine which plan will offer the best outcomes.,0.11908639626845254
"study and document quantities, distribution, disposition, and development of underground and surface waters.",0.0066448645620252504
"study and interpret religious laws, doctrines, or traditions.",0.006775156024025746
"study and rehearse roles from scripts to interpret, learn and memorize lines, stunts, and cues as directed.",0.019804302224075258
study and research scripts to determine how they should be directed.,0.009380985264035649
study animal and human health and physiological processes.,0.0023452463160089122
"study aquatic plants and animals and environmental conditions affecting them, such as radioactivity or pollution.",0.015504683978058919
study archival collections of primary historical sources to help explain the origins and development of cultural patterns.,0.01837109614206981
"study basic principles of plant and animal life, such as origin, relationship, development, anatomy, and function.",0.09680655626636786
study blueprints and examine surface to be covered to determine amount of material needed.,0.008338653568031687
"study blueprints, design specifications, or manufacturers' recommendations to ascertain the configuration of heating or cooling equipment components and to ensure the proper installation of components.",0.009771859650037133
"study books, pictures, or examples of period clothing to determine styles worn during specific periods in history.",0.004429909708016834
"study celestial phenomena, using a variety of ground-based and space-borne telescopes and scientific instruments.",0.008859819416033667
study communication code languages or foreign languages to translate intelligence.,0.0035178694740133683
"study constitution, statutes, decisions, regulations, and ordinances of quasi-judicial bodies to determine ramifications for cases.",0.005732824328021784
"study consumers' reactions to new products and package designs, and to advertising efforts, using surveys and tests.",0.005081367018019309
"study diagnostic records, such as medical or dental histories, plaster models of the teeth, photos of a patient's face and teeth, and x-rays, to develop patient treatment plans.",0.003908743860014853
study different techniques to learn how to apply them to artistic endeavors.,0.0035178694740133683
study documentation or other information for new scientific or technical products.,0.09758830503837083
"study economic and statistical data in area of specialization, such as finance, labor, or agriculture.",0.01250798035204753
"study effects of various methods of processing, preserving, or packaging on composition or properties of foods.",0.008208362106031193
study films or scripts to determine how musical scores can be used to create desired effects or moods.,0.013289729124050501
"study illustrations and photographs to plan presentation of materials, products, or services.",0.0046904926320178245
"study industrial processes to maximize the efficiency of equipment applications, including equipment placement.",0.002736120702010397
study job specifications to determine appropriate construction methods.,0.002084663392007922
"study machining instructions, job orders, or blueprints to determine dimensional or finish specifications, sequences of operations, setups, or tooling requirements.",0.0019543719300074264
"study methods to improve aspects of foods, such as chemical composition, flavor, color, texture, nutritional value, and convenience.",0.009511276726036143
study nutritional requirements of animals and nutritive values of animal feed materials.,0.0035178694740133683
"study object documentation or conduct standard chemical and physical tests to ascertain the object's age, composition, original appearance, need for treatment or restoration, and appropriate preservation method.",0.01563497544005941
"study objects and structures recovered by excavation to identify, date, and authenticate them and to interpret their significance.",0.012638271814048026
"study operations sequence, material flow, functional statements, organization charts, and project information to determine worker functions and responsibilities.",0.003778452398014358
"study organizational effectiveness, productivity, and efficiency, including the nature of workplace supervision and leadership.",0.007947779182030202
study original pieces of music to become familiar with them prior to making any changes.,0.003257286550012378
"study physical principles of living cells or organisms and their electrical or mechanical energy, applying methods and knowledge of mathematics, physics, chemistry, or biology.",0.004039035322015348
"study production information, such as character descriptions, period settings, and situations in order to determine makeup requirements.",0.002605829240009902
"study public water supply issues, including flood and drought risks, water quality, wastewater, and impacts on wetland habitats.",0.005211658480019804
"study reactions of plants, animals, and marine species to parasites.",0.004169326784015844
study scripts to become familiar with production concepts and requirements.,0.053289207958202495
"study specifications in blueprints, sketches, or building plans to prepare project layout and determine dimensions and materials required.",0.0066448645620252504
study the assets of criminal suspects to determine the flow of money from or to targeted groups.,0.006253990176023765
"study the chemistry of living processes, such as cell development, breathing and digestion, or living energy changes, such as growth, aging, or death.",0.002605829240009902
"study the economic, political, and cultural characteristics of a specific region's population.",0.03596044351213665
study the mutations in organisms that lead to cancer or other diseases.,0.007817487720029706
"study the objectives, promotional policies, or needs of organizations to develop public relations strategies that will influence public opinion or promote ideas, products, or services.",0.08078070644030697
study the structure and composition of food or the changes foods undergo in storage and processing.,0.04690492632017824
"study the structure and function of human, animal and plant tissues, cells, pathogens and toxins.",0.005081367018019309
"study work order requests to determine type of service, such as lighting or power, demanded by installation.",0.004560201170017329
"study, examine, and test acquisitions to authenticate their origin, composition, history, and to assess their current value.",0.05563445427421141
"submit preliminary or finished artwork or project plans to clients for approval, incorporating changes as necessary.",0.005472241404020794
"submit project deliverables, ensuring adherence to quality standards.",0.0019543719300074264
suggest best methods of packaging or labeling products.,0.0019543719300074264
suggest specific product purchases to meet customers' needs.,0.02501596070409506
suggest treatments to alleviate hair problems.,0.004169326784015844
"summarize pertinent legal or insurance details, or sections of statutes or case law from reference books so that they can be used in examinations, or as proofs or ready reference.",0.002866412164010892
supervise and work with volunteers.,0.0035178694740133683
"supervise independent or group projects, field placements, laboratory work, or other training.",0.003387578012012873
supervise research projects and students' study projects.,0.002605829240009902
"supervise staff, volunteers, practicum students, or interns.",0.004560201170017329
"supervise students' fieldwork, internship, and research work.",0.002084663392007922
"supervise undergraduate or graduate teaching, internship, and research work.",0.007166030410027231
"supply guests or travelers with directions, travel information, and other information, such as available services and points of interest.",0.014462352282054957
"supply the latest price quotes on any security, as well as information on the activities or financial positions of the corporations issuing these securities.",0.00612369871402327
support the development of training materials and technical manuals.,0.002605829240009902
"survey operations to ascertain accounting needs and to recommend, develop, or maintain solutions to business and financial problems.",0.004039035322015348
"synthesize analyses of test results, and use the results to prepare technical reports of findings and recommendations.",0.10683899884040599
synthesize current business intelligence or trend data to support recommendations for action.,0.07791429427629608
take beverage orders from serving staff or directly from patrons.,0.0019543719300074264
"take dictation using shorthand, a stenotype machine, or headsets and transcribing machines.",0.003387578012012873
"teach and conduct research in colleges, universities, museums, and other research agencies and schools.",0.026188583862099518
teach and mentor undergraduate and graduate students in anthropology.,0.007947779182030202
teach behavior modification classes related to topics such as stress management or weight control.,0.002736120702010397
teach biomedical engineering or disseminate knowledge about the field through writing or consulting.,0.016416724212062386
teach classes and present self-help or information sessions on subjects related to education and career planning.,0.012377688890047036
teach classes in mental health topics such as stress reduction.,0.006253990176023765
"teach courses or seminars on topics such as budgeting, managing personal finances, or financial literacy.",0.03166082526612031
"teach courses or seminars related to exercise or diet for patients, athletes, or community groups.",0.018110513218068818
teach courses within their department.,0.0035178694740133683
teach in colleges and universities.,0.0031269950880118825
"teach individual and team sports to participants through instruction and demonstration, utilizing knowledge of sports techniques and of participants' physical capabilities.",0.002866412164010892
teach instructors to use instructional technology or to integrate technology with teaching.,0.007035738948026737
"teach library patrons basic computer skills, such as searching computerized databases.",0.005081367018019309
teach or advise undergraduate or graduate students or supervise their research.,0.021237508306080705
teach or supervise students and perform research at universities and colleges.,0.006253990176023765
teach patient education programs that include information required to make informed health care and treatment decisions.,0.005211658480019804
teach patients how to deal constructively with their emotions.,0.023191880236088126
"teach personal development skills such as goal setting, independence, and self-advocacy.",0.0372633581321416
teach political science.,0.017719638832067335
"teach principles of medicine and medical and laboratory procedures to physicians, residents, students, and technicians.",0.016416724212062386
"teach socially acceptable behavior, employing techniques such as behavior modification or positive reinforcement.",0.008990110878034162
"teach students personal development skills such as goal setting, independence, and self-advocacy.",0.008859819416033667
"teach students study skills, note-taking skills, and test-taking strategies.",0.007556904796028716
"teach students, dancers, and other performers about rhythm and interpretive movement.",0.00586311579002228
teach undergraduate level courses.,0.009250693802035153
teach writing classes.,0.002084663392007922
"teach, take continuing education classes, attend conferences or seminars, or conduct research and publish findings to increase understanding of mental, emotional, or behavioral states or disorders.",0.009380985264035649
telephone or write letters to respond to correspondence from customers or to follow up initial sales contacts.,0.005211658480019804
"tell jokes, perform comic dances, songs and skits, impersonate mannerisms and voices of others, contort face, and use other devices to amuse audiences.",0.008859819416033667
"tend or operate and control equipment such as kettles, cookers, vats and tanks, and boilers, to cook ingredients or prepare products for further processing.",0.002214954854008417
"test aircraft systems under simulated operational conditions, performing systems readiness tests and pre- and post-operational checkouts, to establish design or fabrication parameters.",0.0019543719300074264
"test and analyze samples to determine their content and characteristics, using laboratory apparatus or testing equipment.",0.007556904796028716
"test and analyze thermodynamic systems for renewable energy applications, such as solar or wind, to maximize energy production.",0.0019543719300074264
test and charge batteries.,0.015504683978058919
test and evaluate patients' physical and mental abilities and analyze medical data to determine realistic rehabilitation goals for patients.,0.005081367018019309
test and treat water supply.,0.002475537778009407
"test and troubleshoot instruments, components, and assemblies, using circuit testers, oscilloscopes, or voltmeters.",0.0019543719300074264
"test electrical circuits or components for continuity, using electrical test equipment.",0.002866412164010892
"test electrical systems or continuity of circuits in electrical wiring, equipment, or fixtures, using testing devices, such as ohmmeters, voltmeters, or oscilloscopes, to ensure compatibility and safety of system.",0.002084663392007922
"test equipment performance, focus of lens system, diaphragm alignment, lens mounts, or film transport, using precision gauges.",0.018240804680069316
test fabrics in inconspicuous places to determine whether solvents will damage dyes or fabrics.,0.002866412164010892
"test gas, chemicals, and air during processing to assess factors such as purity and moisture content, and to detect quality problems or gas or chemical leaks.",0.003648160936013863
"test machines, components, materials, or products to determine characteristics such as performance, strength, or response to stress.",0.28325363838907636
test magnetic resonance imaging (mri) equipment to ensure proper functioning and performance in accordance with specifications.,0.00612369871402327
"test materials and solutions, using testing equipment.",0.0019543719300074264
"test metals to determine conformance to specifications of mechanical strength, strength-weight ratio, ductility, magnetic and electrical properties, and resistance to abrasion, corrosion, heat, and cold.",0.004039035322015348
test new and updated bioinformatics tools and software.,0.007035738948026737
"test new products for flavor, texture, color, nutritional content, and adherence to government and industry standards.",0.003908743860014853
"test or calibrate components or equipment, following manufacturers' manuals and troubleshooting techniques, using hand tools, power tools, or measuring devices.",0.021367799768081196
"test performance of electromechanical assemblies, using test instruments such as oscilloscopes, electronic voltmeters, or bridges.",0.04286589099816289
"test programs or databases, correct errors, and make necessary modifications.",0.24312386809292388
test security measures for final acceptance and implement or provide procedures for ongoing monitoring and evaluation of the measures.,0.01276856327604852
test software systems or applications for software enhancements or new products.,0.005081367018019309
"test soils or materials to determine the adequacy and strength of foundations, concrete, asphalt, or steel.",0.004299618246016338
test solutions used to process textile goods to detect variations from standards.,0.002214954854008417
test system modifications to prepare for implementation.,0.07113913825227033
"test timepiece accuracy and performance, using meters and other electronic instruments.",0.0023452463160089122
test water sources for factors such as flow volume and contaminant presence.,0.002214954854008417
"test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.",0.23960599861891052
"ticket, arrange, and display merchandise to promote sales.",0.002475537778009407
"time stoplights or other delays, using stopwatches.",0.0019543719300074264
"trace historical development in a particular field, such as social, cultural, political, or diplomatic history.",0.03843598129014606
"track and analyze factors that affect price movement, such as trade policies, weather conditions, political developments, or supply and demand changes.",0.029706453336112885
track product flow from origin to final delivery.,0.0029967036260113876
track program budgets and expenses and campaign response rates to evaluate each campaign based on program objectives and industry norms.,0.006253990176023765
"track the status of requisitions, contracts, and orders.",0.0031269950880118825
"track, measure, or report on aspects of market risk for traded issues.",0.007556904796028716
train new employees on topics such as the proper operation of laboratory equipment.,0.002084663392007922
"train workers in food preparation, and in service, sanitation, and safety procedures.",0.004429909708016834
transcribe data to worksheets and enter data into computer for use in preparing documents and adjusting accounts.,0.0035178694740133683
"transcribe ideas for musical compositions into musical notation, using instruments, pen and paper, or computers.",0.0031269950880118825
transcribe medical reports.,0.006253990176023765
"transcribe musical compositions and melodic lines to adapt them to a particular group, or to create a particular musical style.",0.003387578012012873
transcribe recorded proceedings in accordance with established formats.,0.049119881174186655
"transcribe, type, and distribute reports of diagnostic procedures for interpretation by physician.",0.002214954854008417
"translate data into numbers, equations, flow charts, graphs, or other forms.",0.14149652773253768
translate medical jargon and abbreviations into their expanded forms to ensure the accuracy of patient and health care facility records.,0.010032442574038123
"translate messages simultaneously or consecutively into specified languages, orally or by using hand signs, maintaining message content, context, and style as much as possible.",0.06306106760823964
"translate nursing practice information between nurses and systems engineers, analysts, or designers using object-oriented models or other techniques.",0.005472241404020794
translate or request translation of reference materials.,0.0035178694740133683
transmit claims for payment or further investigation.,0.00638428163802426
"transmit information or documents to customers, using computer, mail, or facsimile machine.",0.01198681450404555
"transpose music to alternate keys, or to fit individual styles or purposes.",0.002084663392007922
"treat children who have minor illnesses, acute and chronic health problems, and growth and development concerns.",0.003778452398014358
treat diseases of female organs.,0.00560253286602129
"treat minor cuts, abrasions, or contusions.",0.014592643744055452
"treat scalp conditions and hair loss, using specialized lotions, shampoos, or equipment such as infrared lamps or vibrating equipment.",0.003778452398014358
treat wounds or superficial lacerations.,0.0035178694740133683
"troubleshoot equipment, electrical components, hydraulics, or other mechanical systems.",0.0029967036260113876
"troubleshoot microprocessors or electronic instruments, equipment, or systems, using electronic test equipment such as logic analyzers.",0.002605829240009902
troubleshoot network or connectivity problems for users or user groups.,0.11387473778843273
"troubleshoot problems involving office equipment, such as computer hardware and software.",0.1383695326445258
troubleshoot problems with chemical manufacturing processes.,0.009902151112037629
"troubleshoot problems with equipment, devices, or products.",0.0035178694740133683
"troubleshoot robotic systems, using knowledge of microprocessors, programmable controllers, electronics, circuit analysis, mechanics, sensor or feedback systems, hydraulics, or pneumatics.",0.0029967036260113876
"tune or adjust equipment and instruments to obtain optimum visual or auditory reception, according to specifications, manuals, and drawings.",0.003387578012012873
"turn or reposition bedridden patients, alone or with assistance, to prevent bedsores.",0.004169326784015844
turn or stir foods to ensure even cooking.,0.011856523042045054
tutor and assist children individually or in small groups to help them master assignments and to reinforce learning concepts presented by teachers.,0.08612265638232727
"type correspondence, reports, text and other written material from rough drafts, corrected copies, voice recordings, dictation or previous versions, using a computer, word processor, or typewriter.",0.021758674154082683
"type, file, and duplicate materials.",0.004820784094018319
update and maintain content posted on the web.,0.015504683978058919
update automated test scripts to ensure currency.,0.012377688890047036
"use computer skills and software to manage web sites or databases, publish newsletters, or provide webinars.",0.019022553452072287
use computer software to generate new images.,0.008990110878034162
"use computers for various applications, such as database management or word processing.",0.01941342783807377
"use computers, audio-visual aids, and other equipment and materials to supplement presentations.",0.012898854738049016
"use data entry devices, such as optical scanners, to input data into computers for revision or editing.",0.002475537778009407
use informatics science to design or implement health information technology applications to resolve clinical or health care administrative problems.,0.005211658480019804
"use materials such as pens and ink, watercolors, charcoal, oil, or computer software to create artwork.",0.019022553452072287
"use mediation techniques to facilitate communication between disputants, to further parties' understanding of different perspectives, and to guide parties toward mutual agreement.",0.18032338340868523
"use microcontrollers to develop control signals, implement control algorithms, or measure process variables, such as temperatures, pressures, or positions.",0.002084663392007922
use models to simulate the behavior of animated objects in the finished sequence.,0.30970280517517684
use nondisciplinary tools and equipment such as a computer.,0.02423421193209209
"use object-oriented programming languages, as well as client and server applications development processes and multimedia and internet technology.",0.0066448645620252504
"use sales forecasting or strategic planning to ensure the sale and profitability of products, lines, or services, analyzing business developments and monitoring market trends.",0.00560253286602129
"use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.",0.06293077614623914
validate known intelligence with data from other sources.,0.01706818152206486
vary language and tone of messages based on product and medium.,0.09876092819637529
verify accuracy of billing data and revise any errors.,0.005211658480019804
"verify adherence of documentation to customs, insurance, or regulatory requirements.",0.002605829240009902
"verify and adjust alignments and dimensions of parts, using gauges and tracing lathes.",0.002736120702010397
verify and analyze data used in settling claims to ensure that claims are valid and that settlements are made according to company practices and procedures.,0.004429909708016834
"verify bibliographical data for materials, including author, title, publisher, publication date, and edition.",0.002084663392007922
"verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers.",0.03387578012012873
"verify conformance of patterns or template dimensions to specifications, using measuring instruments such as calipers, scales, and micrometers.",0.012377688890047036
"verify dimensions and contours of models during hand-forming processes, using templates and measuring devices.",0.01172623158004456
"verify dimensions of cable assemblies or positions of fittings, using measuring instruments.",0.002475537778009407
"verify dimensions of completed patterns, using templates, straightedges, calipers, or protractors.",0.0372633581321416
"verify dimensions of products, using measuring instruments, such as calipers, vernier gauges, or protractors.",0.05354979088220349
"verify dimensions, alignments, and clearances of finished parts for conformance to specifications, using measuring instruments such as calipers, gauge blocks, micrometers, and dial indicators.",0.08416828445231984
"verify stability, interoperability, portability, security, or scalability of system architecture.",0.05016221287019062
"verify that incoming and outgoing products are moving through the correct meters, and that meters are working properly.",0.0035178694740133683
verify that software technology is in place to adequately provide oversight and monitoring in all required areas.,0.004560201170017329
"verify the authenticity of documents, such as foreign identification or immigration documents.",0.008078070644030697
"verify the structure, accuracy, or quality of warehouse data.",0.002475537778009407
"visit establishments, such as pharmacies, to determine product sales.",0.007166030410027231
visit textile showrooms to keep up-to-date on the latest fabrics.,0.004820784094018319
watch for and recognize security risks and thefts and know how to prevent or handle these situations.,0.0031269950880118825
"weigh or measure materials and products, using scales or other measuring instruments, or read scales on conveyors that continually weigh products, to verify specified tonnages and prevent overloads.",0.003648160936013863
"weigh or measure materials, equipment, or products to maintain relevant records, using volume meters, scales, rules, or calipers.",0.004820784094018319
"weigh, measure, and mix ingredients according to recipes or personal judgment, using various kitchen utensils and equipment.",0.06345194199424112
wet concrete surface and rub with stone to smooth surface and obtain specified finish.,0.0031269950880118825
"work as part of a healthcare team to assess patient needs, plan and modify care, and implement interventions.",0.002605829240009902
"work closely with directors, other actors, and playwrights to find the interpretation most suited to the role.",0.013159437662050005
work with clients to identify their financial goals and to find ways of reaching those goals.,0.009771859650037133
write about and present research findings for a variety of specialized and general audiences.,0.10436346106239658
"write advertising copy for use by publication, broadcast, or internet media to promote the sale of goods and services.",0.4883323995778557
write algorithms or programming code for ad hoc robotic applications.,0.015895558364060404
write and code logical and physical database descriptions and specify identifiers of database to management system or direct others in coding descriptions.,0.035830152050136156
write and edit news stories from information collected by reporters and other sources.,0.019804302224075258
write and present reports of research findings.,0.021758674154082683
write and publish articles in scientific journals.,0.0031269950880118825
write and record orders for merchandise or enter orders into computers.,0.003778452398014358
"write and review grant proposals, journal articles, institutional reports, and publicity materials.",0.010944482808041589
"write and review product specifications, maintaining a working technical knowledge of the goods or services to be purchased.",0.0035178694740133683
write and send letters of thanks to donors.,0.004820784094018319
write articles and books.,0.006514573100024756
write articles or pamphlets about products.,0.005081367018019309
"write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.",0.1702909408346471
"write articles, manuals, and other publications and assist in the distribution of promotional literature about programs and facilities.",0.07947779182030201
"write articles, manuals, and other publications, and assist in the distribution of promotional literature about facilities and programs.",0.18970436867272086
"write articles, white papers, and reports to share research findings and educate others.",0.039869187372151504
"write changes directly into compositions, or use computer software to make changes.",0.1511380959205743
"write columns, editorials, commentaries, or reviews that interpret events or offer opinions.",0.019543719300074265
"write commentaries, columns, or scripts, using computers.",0.003648160936013863
write computer or microprocessor software programs.,0.07543875649828667
write computer programs or scripts to be used in querying databases.,0.08130187228830894
write copy as part of layout.,0.019283136376073276
write decisions on cases.,0.019674010762074763
write detailed analysis plans and descriptions of analyses and findings for research protocols or reports.,0.05902203228622428
write detailed functional specifications that document the hardware development process and support hardware introduction.,0.03947831298615002
"write documents describing protocols, policies, standards for use, maintenance, and repair of medical equipment.",0.0019543719300074264
"write drafts of legislative proposals, and prepare speeches, correspondence, and policy papers for governmental use.",0.015504683978058919
write engineering specifications to clarify design details or functional criteria of experimental electronics units.,0.023061588774087635
"write fiction or nonfiction prose such as short stories, novels, biographies, articles, descriptive or critical analyses, and essays.",0.008078070644030697
"write humorous material for publication, or for performances such as comedy routines, gags, and comedy shows.",0.10175763182238669
write information in medical records or provide narrative summaries to communicate patient information to other health care providers.,0.015895558364060404
write instructional articles on designated subjects.,0.04312647392216388
"write interesting and effective press releases, prepare information for media kits, and develop and maintain company internet or intranet web pages.",0.031921408190121306
"write letters related to labor relations activities, such as letters to amend collective bargaining agreements, letters of dispute or conciliation, or letters to seek clarification of contract terms.",0.0029967036260113876
"write marketing content for green product web sites, brochures, or other communication media.",0.002736120702010397
"write music for commercial mediums, including advertising jingles or film soundtracks.",0.0029967036260113876
"write musical scores for orchestras, bands, choral groups, or individual instrumentalists or vocalists, using knowledge of music theory and of instrumental and vocal capabilities.",0.007296321872027726
"write narrative, dramatic, lyric, or other types of poetry for publication.",0.14306002527654363
"write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies.",1.4591340829435446
write new scripts for broadcasts.,0.002866412164010892
"write online blog entries that address news developments or offer additional information, opinions, or commentary on news events.",0.0019543719300074264
write or contribute to instructions or manuals to guide end users.,0.004169326784015844
"write or prepare detailed clinical neuropsychological reports using data from psychological or neuropsychological tests, self-report measures, rating scales, direct observations, or interviews.",0.004820784094018319
"write or review security-related documents, such as incident reports, proposals, and tactical or strategic initiatives.",0.041693267840158435
write or revise standard operating procedures for logistics processes.,0.007817487720029706
"write or update standard operating procedures, work instructions, or policies.",0.002084663392007922
write original literary pieces.,0.044038514156167344
"write original or adapted material for dramas, comedies, puppet shows, narration, or other performances.",0.5009706713919037
write press releases or other media communications to promote clients.,0.08807702831233469
write program code to analyze data using statistical analysis software.,0.031921408190121306
"write programs in the language of a machine's controller and store programs on media such as punch tapes, magnetic tapes, or disks.",0.17250589568865551
write proposals for research or project grants.,0.004299618246016338
write proposals to secure external funding or to partner with other companies.,0.020976925382079712
"write reports and maintain proper documentation of information, such as client medicaid or billing records or caseload activities, including the initial evaluation, treatment, progress, and discharge of clients.",0.007166030410027231
"write reports of daily activities and irregularities, such as equipment or property damage, theft, presence of unauthorized persons, or unusual occurrences.",0.005081367018019309
"write reports of findings and recommendations and advise farmers, growers, or processors of corrective action to be taken.",0.004299618246016338
write reports on research findings and implications to contribute to general knowledge and to suggest potential changes in organizational functioning.,0.08364711860431785
write reports or articles for web sites or newsletters related to environmental engineering issues.,0.002605829240009902
write reports or case summaries to document investigations.,0.00690544748602624
"write reports or complete forms to document assessments, training, progress, or follow-up outcomes.",0.005341949942020299
write reports or notes to summarize testing procedures or outcomes for physicians or other medical professionals.,0.018761970528071298
write reports or prepare presentations to communicate fundraising program data.,0.005993407252022775
"write reports or record data on testing techniques, laboratory equipment, or specifications to assist engineers.",0.03322432281012625
write reports or research proposals.,0.04768667509218121
"write reports to summarize student performance, social growth, or physical development.",0.0373936495941421
"write reports, maintain research information, or perform clerical duties.",0.026058292400099024
write research proposals or grant applications for submission to external bodies.,0.004951075556018814
write research reports and other publications to document and communicate research findings.,0.039869187372151504
"write reviews of literary, musical, or other artwork, based on knowledge, judgment, or experience.",0.09654597334236686
write sales outlines for use by staff.,0.006775156024025746
write simple programs for computer-controlled machine tools.,0.007687196258029211
"write social, legal, or economic impact statements to inform decision-makers for natural resource policies, standards, or programs.",0.002084663392007922
"write software programs for microcontrollers or computers in machine, assembly, or other languages.",0.01784993029406783
"write speeches, press releases, or other promotional materials to increase awareness of the causes, missions, or goals of organizations seeking funds.",0.016286432750061888
write supporting code for web applications or web sites.,0.6009042227462834
write technical documents or academic articles to communicate study results or economic forecasts.,0.05289833357220101
"write technical papers or reports or prepare standards and specifications for processes, facilities, products, or tests.",0.003387578012012873
write technical reports and draw charts that display statistics and data.,0.002084663392007922
"write technical reports or documentation such as deviation reports, testing protocols, and trend analyses.",0.0023452463160089122
"write technical reports or other documentation, such as handbooks or bulletins, for use by engineering staff, management, or customers.",0.020325468072077236
write technical reports or prepare graphs or charts to document experimental results.,0.024103920470091595
write technical reports or proposals related to engineering projects.,0.00586311579002228
write to customers in their terms and on their level so that the advertiser's sales message is more readily received.,0.03504840327813318
"write to field representatives, medical personnel, and others to obtain further information, quote rates, or explain company underwriting policies.",0.006775156024025746
"write treatment plans, case summaries, or progress or other reports related to individual clients or client groups.",0.008599236492032676
"write words to fit musical compositions, including lyrics for operas, musical plays, and choral works.",0.04951075556018814
"write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.",1.2438925877187268
"write, design, or edit web page content, or direct others producing content.",0.32090787090721945
"write, present, and publish reports that record site history, methodology, and artifact analysis results, along with recommendations for conserving and interpreting findings.",0.1173926072624461
"write, review, or execute plans for testing new or established document management systems.",0.010944482808041589
"write, review, or maintain engineering documentation.",0.07687196258029212
"write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.",1.1538611874763847