task_name
stringlengths
4
305
pct
float64
0
4.79
analyze statistical information to estimate mortality, accident, sickness, disability, and retirement rates.
0.002997
analyze survey objectives and specifications to prepare survey proposals or to direct others in survey proposal preparation.
0.016938
analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.
0.002866
analyze system performance or operational requirements.
0.360516
analyze target companies or investment opportunities to inform investment decisions.
0.052507
analyze technical feasibility of energy saving measures using knowledge of engineering, energy production, energy use, construction, maintenance, system operation, or process systems.
0.00912
analyze technical implications of architect's design concept, calculating weights, volumes, and stress factors.
0.002606
analyze technology trends to identify markets for future product development or to improve sales of existing products.
0.004039
analyze test data for automotive systems, subsystems, or component parts.
0.003388
analyze test data to diagnose malfunctions, to determine performance characteristics of systems, or to evaluate effects of system modifications.
0.005733
analyze test data, making computations as necessary, to determine test results.
0.146838
analyze test readings, computer printouts, and trouble reports to determine equipment repair needs and required repair methods.
0.002085
analyze test results and develop a treatment plan.
0.00873
analyze test results, machine error messages, or information obtained from operators to diagnose equipment problems.
0.011335
analyze the effectiveness of marketing tactics or channels.
0.028534
analyze the efficiency of water delivery structures, such as dams, tainter gates, canals, pipes, penstocks, or cofferdams.
0.004039
analyze the financial details of past, present, and expected operations to identify development opportunities and areas where improvement is needed.
0.015765
analyze the financial impact of proposed logistics changes, such as routing, shipping modes, product volumes or mixes, or carriers.
0.004169
analyze the indications, contraindications, risk complications, and cost-benefit tradeoffs of therapeutic interventions.
0.003257
analyze the layout, instrumentation, or function of electrical generation or transmission facilities.
0.029446
analyze the probable outcomes of cases, using knowledge of legal precedents.
0.027622
analyze training needs to design employee development, language training and health and safety programs.
0.006124
analyze training needs to develop new training programs or modify and improve existing programs.
0.010814
analyze trends in sales prices, construction costs, and rents, to assess property values or determine the accuracy of assessments.
0.017589
analyze user needs and recommend appropriate hardware.
0.00456
analyze user needs and software requirements to determine feasibility of design within time and cost constraints.
0.301494
analyze worker or production problems and recommend solutions, such as improving production methods or implementing motivational plans.
0.002345
analyze x-rays to locate the sources of patients' difficulties and to rule out fractures or diseases as sources of problems.
0.001954
analyze, estimate, or report production costs.
0.002345
analyze, interpret, or create graphical representations of energy data, using engineering software.
0.102279
analyze, interpret, or disseminate system performance data.
0.118174
answer applicants' questions about benefits and claim procedures.
0.011726
answer clients' questions about the purposes and details of financial plans and strategies.
0.065146
answer clients' questions regarding construction work, financing, maintenance, repairs, and appraisals.
0.008078
answer customer inquiries or explain cost, availability, policies, and procedures of facilities.
0.030358
answer customers' questions about merchandise and advise customers on merchandise selection.
0.007296
answer customers' questions about products, prices, availability, or credit terms.
0.049771
answer customers' questions about products, prices, availability, product uses, and credit terms.
0.051335
answer customers' questions, and explain available services such as deposit accounts, bonds, and securities.
0.00443
answer customers' questions, and provide information on procedures or policies.
0.157522
answer inquiries from current or prospective customers regarding methods, materials, or price ranges.
0.016547
answer inquiries from the general public regarding judicial procedures, court appearances, trial dates, adjournments, outstanding warrants, summonses, subpoenas, witness fees, or payment of fines.
0.014071
answer inquiries pertaining to hotel policies and services, and resolve occupants' complaints.
0.002997
answer inquiries pertaining to hotel services, guest registration, and travel directions, or make recommendations regarding shopping, dining, or entertainment.
0.010944
answer inquiries regarding information such as schedules, accommodations, procedures, and policies.
0.043778
answer inquiries regarding shipping or mailing policies.
0.002085
answer passengers' questions about flights, aircraft, weather, travel routes and services, arrival times, or schedules.
0.003648
answer questions about product features and benefits.
0.012508
answer questions about records or files.
0.023062
answer questions and provide future tax planning to clients.
0.002606
answer questions from passengers concerning train rules, stations, and timetable information.
0.007036
answer questions from taxpayers and assist them in completing tax forms.
0.003388
answer questions from the public and media.
0.010293
answer questions or provide advice to the public regarding licensing policies, procedures, or regulations.
0.006124
answer questions regarding examinations, eligibility, salaries, benefits, and other pertinent information.
0.014202
answer questions regarding mail regulations and procedures, postage rates, and post office boxes.
0.003257
answer questions regarding the store and its merchandise.
0.00886
answer simple questions about clients' businesses, using reference files.
0.002866
answer user inquiries regarding computer software or hardware operation to resolve problems.
0.00912
apply analytic methods or tools to understand, predict, or control logistics operations or processes.
0.004821
apply clean dressings, slings, stockings, or support bandages, under direction of nurse or physician.
0.003909
apply customer feedback to service improvement efforts.
0.002085
apply elements of music theory to create musical and tonal structures, including harmonies and melodies.
0.005342
apply finger and hand pressure to specific points of the body.
0.003778
apply glazes, icings, or other toppings to baked goods, using spatulas or brushes.
0.002085
apply logistics modeling techniques to address issues such as operational process improvement or facility design or layout.
0.0043
apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.
0.076611
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.
0.013681
apply nanotechnology to improve the performance or reduce the environmental impact of energy products, such as fuel cells or solar cells.
0.002215
apply relevant laws, regulations, policies, or precedents to reach conclusions.
0.021107
apply selected research findings to practice.
0.006254
apply statistical methods and perform mathematical calculations to determine manufacturing processes, staff requirements, and production standards.
0.002085
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.
0.003909
appraise property values, assessing income potential when relevant.
0.002476
approve, prepare, monitor, and adjust operational budgets.
0.003257
arrange and mount typeset material and illustrations into paste-ups for printing reproduction, based on artists' or editors' layouts.
0.002085
arrange conference, meeting, or travel reservations for office personnel.
0.003648
arrange financing of deals from sources such as financial institutions, agencies, or public or private companies.
0.004951
arrange for advertising or posting of job vacancies and notify eligible workers of position availability.
0.023843
arrange for debt repayment or establish repayment schedules, based on customers' financial situations.
0.003257
arrange for financing of property purchases.
0.002866
arrange for special transport of sensitive cargoes, such as livestock, food, or medical supplies.
0.004039
arrange music composed by others, changing the music to achieve desired effects.
0.00899
arrange or store materials, machines, tools, or equipment.
0.00469
ask questions in accordance with instructions to obtain various specified information, such as person's name, address, age, religious preference, or state of residency.
0.017589
ask questions that will help clients identify their feelings and behaviors.
0.007036
assemble and communicate with a strong, diverse coalition of organizations or public figures, securing their cooperation, support and action, to further campaign goals.
0.002085
assemble and compile documents for loan closings, such as title abstracts, insurance forms, loan forms, and tax receipts.
0.016547
assemble sets of assumptions and explore the consequences of each set.
0.002215
assemble, maintain, or distribute information for library or record systems.
0.0043
assemble, test, or maintain circuitry or electronic components, according to engineering instructions, technical manuals, or knowledge of electronics, using hand or power tools.
0.005733
assess clients' overall financial situation by reviewing income, assets, debts, expenses, credit reports, or other financial information.
0.002736
assess cost effectiveness of products, projects or services, tracking actual costs relative to bids as the project develops.
0.002866
assess current or future customer needs and priorities through communicating directly with customers, conducting surveys, or other methods.
0.006384
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.
0.005472
assess employee performance and suggest ways to improve work.
0.002606
assess nutritional needs, diet restrictions and current health plans to develop and implement dietary-care plans and provide nutritional counseling.
0.014071
assess or propose sustainability initiatives, considering factors such as cost effectiveness, technical feasibility, and acceptance.
0.002345
assess patients for risk of suicide attempts.
0.003778
assess performance following athletic competition, identifying strengths and weaknesses and making adjustments to improve future performance.
0.002866