seeaman/economic-index-structured huggingface dataset:
document software defects, using a bug tracking system, and report defects to software developers.
develop and maintain computer databases.
identify, evaluate and recommend hardware or software technologies to achieve desired database performance.
answer inquiries regarding information such as schedules, accommodations, procedures, and policies.
write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.
communicate research or project results to other professionals or the public or teach related courses, seminars, or workshops.
develop instructional materials and products for technology-based redesign of courses.
respond to general inquiries or requests from the public.
develop, copy, or adapt designs for garments, and design patterns to fit measurements, applying knowledge of garment design, construction, styling, and fabric.
study basic principles of plant and animal life, such as origin, relationship, development, anatomy, and function.
evaluate code to ensure that it is valid, is properly structured, meets industry standards, and is compatible with browsers, devices, or operating systems.
design information storage and retrieval systems and develop procedures for collecting, organizing, interpreting, and classifying information.
consult with users, management, vendors, and technicians to determine computing needs and system requirements.
conduct reference searches, using printed materials and in-house and online databases.
develop system engineering, software engineering, system integration, or distributed system architectures.
compute data such as gear dimensions and machine settings, applying knowledge of shop mathematics.
develop and maintain the company's corporate image and identity, which includes the use of logos and signage.
synthesize current business intelligence or trend data to support recommendations for action.
consult with customers about software system design and maintenance.
collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements.
share information about religious issues by writing articles, giving speeches, or teaching.
generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.
advise patients and their families on nutritional principles, dietary plans and diet modifications, and food selection and preparation.
teach classes and present self-help or information sessions on subjects related to education and career planning.
analyze target companies or investment opportunities to inform investment decisions.
explain to customers the different types of loans and credit options that are available, as well as the terms of those services.
interpret government regulations and applicable codes to ensure compliance.
counsel individuals regarding interpersonal, health, financial, or religious problems.
advise clients on how they could be helped by counseling.
compose descriptions of merchandise for posting to online storefront, auction sites, or other shopping web sites.
design complex graphics and animation, using independent judgment, creativity, and computer equipment.
modify, maintain, and repair electronics equipment and systems to ensure that they function properly.
identify, develop, or evaluate marketing strategy, based on knowledge of establishment objectives, market characteristics, and cost and markup factors.
compute moisture or salt content, percentages of ingredients, formulas, or other product factors, using mathematical and chemical procedures.
compose business correspondence for supervisors, managers, and professionals.
create, maintain, and enter information into databases.
prepare tables, graphs, fact sheets, and written reports summarizing research results.
portray and interpret roles, using speech, gestures, and body movements, to entertain, inform, or instruct radio, film, television, or live audiences.
prepare detailed workflow charts and diagrams that describe input, output, and logical operation, and convert them into a series of instructions coded in a computer language.
develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.
analyze patrons' requests to determine needed information and assist in furnishing or locating that information.
research or develop analytical tools to address issues such as portfolio construction or optimization, performance measurement, attribution, profit and loss measurement, or pricing models.
study documentation or other information for new scientific or technical products.
adapt instructional content or delivery methods for different levels or types of learners.
develop or implement marketing strategies.
gather data on competitors and analyze their prices, sales, and method of marketing and distribution.
prepare, manipulate, and manage extensive databases.
analyze, interpret, or disseminate system performance data.
locate and review research articles or environmental, historical, or technical reports.
plan and price menu items.
inform investment decisions by analyzing financial information to forecast business, industry, or economic conditions.
develop and test theories, using information from interviews, newspapers, periodicals, case law, historical papers, polls, or statistical sources.
advise management concerning personnel, managerial, and marketing policies and practices and their potential effects on organizational effectiveness and efficiency.
compute and analyze data, using statistical formulas and computers or calculators.
write original literary pieces.
collect and analyze data on customer demographics, preferences, needs, and buying habits to identify potential markets and factors affecting product demand.
test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.
use computer software to generate new images.
program electronic equipment.
explain stock market terms or trading practices to clients.
select the most suitable cleaning materials for different types of linens, furniture, flooring, and surfaces.
counsel clients on personal and family financial problems, such as excessive spending or borrowing of funds.
interpret and analyze policies, public issues, legislation, or the operations of governments, businesses, and organizations.
prepare technical reports, data summary documents, or research articles for scientific publication, regulatory submissions, or patent applications.
provide students with information on such topics as college degree programs and admission requirements, financial aid opportunities, trade and technical schools, and apprenticeship programs.
review and analyze new, proposed, or revised laws, regulations, policies, and procedures to interpret their meaning and determine their impact.
prepare and deliver lectures to undergraduate or graduate students on topics such as poetry, novel structure, and translation and adaptation.
seek and provide information to help companies determine their position in the marketplace.
provide customers with information about the uses, effects, or interactions of drugs.
write humorous material for publication, or for performances such as comedy routines, gags, and comedy shows.
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.
use materials such as pens and ink, watercolors, charcoal, oil, or computer software to create artwork.
analyze and evaluate security operations to identify risks or opportunities for improvement through auditing, review, or assessment.
answer telephones, responding to questions or requests.
create debt management plans, spending plans, or budgets to assist clients to meet financial goals.
compile and study occupational, educational, and economic information to assist counselees in determining and carrying out vocational and educational objectives.
plan, evaluate, and revise curricula, course content, course materials, and methods of instruction.
plan menus or diets or guide individuals or families in food selection, preparation, or menu planning, based upon nutritional needs and established guidelines.
check reference materials, such as books, news files, or public records, to obtain relevant facts.
write about and present research findings for a variety of specialized and general audiences.
develop data models for applications, metadata tables, views or related database structures.
teach political science.
record messages, suggesting rewording for clarity or conciseness.
direct software programming and development of documentation.
plan, evaluate, and revise curricula, course content, and course materials and methods of instruction.
review published materials and recommend revisions or changes in scope, format, content, and methods of reproduction and binding.
interpret and explain policies, rules, regulations, or laws to organizations, government or corporate officials, or individuals.
greet visitors or callers and handle their inquiries or direct them to the appropriate persons according to their needs.
conduct historical research, and publish or present findings and theories.
perform security analyses of developed or packaged software components.
develop and document database architectures.
use computer skills and software to manage web sites or databases, publish newsletters, or provide webinars.
prepare legal documents, including briefs, pleadings, appeals, wills, contracts, and real estate closing statements.
create supporting documentation, such as metadata and diagrams of entity relationships, business processes, and process flow.
develop or direct software system testing or validation procedures.
answer questions about product features and benefits.
develop or analyze information to assess the current or future financial status of firms.
identify, investigate, or resolve security breaches.
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.
provide customer service by greeting and assisting customers and responding to customer inquiries and complaints.
maintain understanding of current web technologies or programming practices through continuing education, reading, or participation in professional conferences, workshops, or groups.
provide technical customer service.
perform administrative tasks such as applying for grants, developing budgets, negotiating contracts, and designing and printing programs and other promotional materials.
analyze and record test data to issue reports that use charts, graphs, or narratives.
prepare written and oral reports describing research results, using illustrations, maps, appendices, and other information.
program computerized graphic effects.
locate library materials for patrons, including books, periodicals, tape cassettes, braille volumes, and pictures.
analyze large molecular datasets such as raw microarray data, genomic sequence data, and proteomics data for clinical or basic research purposes.
prepare documentation or presentations, including charts, photos, or graphs.
review papers or serve on editorial boards for scientific journals, and review grant proposals for various agencies.
answer inquiries from current or prospective customers regarding methods, materials, or price ranges.
prepare and deliver lectures to undergraduate or graduate students on topics such as children's literature, learning and development, and reading instruction.
study and analyze information about alternative courses of action to determine which plan will offer the best outcomes.
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.
offer advice on the purchase or sale of particular securities.
provide employees with guidance in handling difficult or complex problems or in resolving escalated complaints or disputes.
write reports on research findings and implications to contribute to general knowledge and to suggest potential changes in organizational functioning.
develop standards and guidelines to guide the use and acquisition of software and to protect vulnerable information.
implement changes to machine programs and enter new specifications, using computers.
examine immigration applications, visas, and passports and interview persons to determine eligibility for admission, residence, and travel in the u.s.
evaluate factors such as reporting formats required, cost constraints, or need for security restrictions to determine hardware configuration.
review operating practices and procedures to determine whether improvements can be made in areas such as workflow, reporting procedures, or expenditures.
identify methods for interfacing web application technologies with enterprise resource planning or other system software.
review manuscripts for publication in books and professional journals.
retrieve information from central databases for storage in a library's computer.
record the exact locations and conditions of artifacts uncovered in diggings or surveys, using drawings and photographs as necessary.
provide patients with information needed to promote health, reduce risk factors, or prevent disease or disability.
prepare and deliver sermons or other talks.
read specifications, such as blueprints, charts, or schematics, to determine machine settings or adjustments.
analyze research data to determine its significance, using computers.
read technical literature and participate in continuing education or professional associations to maintain awareness of current database technology and best practices.
select or assist customers in selecting products based on customer needs, product specifications, and applicable regulations.
write articles, manuals, and other publications, and assist in the distribution of promotional literature about facilities and programs.
review procedures in database management system manuals for making changes to database.
develop and organize training manuals, multimedia visual aids, and other educational materials.
measure and analyze system performance and operating parameters to assess operating condition of systems or equipment.
plan and follow the most efficient routes for delivering goods.
advise clients concerning business transactions, claim liability, advisability of prosecuting or defending lawsuits, or legal rights and obligations.
teach personal development skills such as goal setting, independence, and self-advocacy.
prepare and deliver lectures to undergraduate or graduate students on topics such as quantum mechanics, particle physics, and optics.
encourage individuals and family members to develop and use skills and strategies for confronting their problems in a constructive manner.
design or develop automated testing tools.
write technical documents or academic articles to communicate study results or economic forecasts.
develop or recommend network security measures, such as firewalls, network security audits, or automated security probes.
write detailed analysis plans and descriptions of analyses and findings for research protocols or reports.
research hardware or software products to meet technical networking or security needs.
study aquatic plants and animals and environmental conditions affecting them, such as radioactivity or pollution.
answer telephones and give information to callers, take messages, or transfer calls to appropriate individuals.
transcribe recorded proceedings in accordance with established formats.
develop exercise programs to improve participant strength, flexibility, endurance, or circulatory functioning, in accordance with exercise science standards, regulatory requirements, and credentialing requirements.
explain and demonstrate artistic techniques.
evaluate the potential of new product developments or market opportunities, according to factors such as business plans, technologies, or market potential.
develop data models and databases.
select material most pertinent to presentation, and organize this material into appropriate formats.
prescribe individualized exercise programs, specifying equipment such as treadmill, exercise bicycle, ergometers, or perceptual goggles.
assess nutritional needs, diet restrictions and current health plans to develop and implement dietary-care plans and provide nutritional counseling.
prepare reports, manuscripts, and meeting presentations.
gather data from sources such as surface or upper air stations, satellites, weather bureaus, or radar for use in meteorological reports or forecasts.
evaluate existing systems to determine effectiveness and suggest changes to meet organizational requirements.
coordinate implementation of computer system plan with establishment personnel and outside vendors.
write and code logical and physical database descriptions and specify identifiers of database to management system or direct others in coding descriptions.
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.
create content strategies for digital media.
document and communicate database schemas, using accepted notations.
conduct surveys and collect data, using methods such as interviews, questionnaires, focus groups, market analysis surveys, public opinion polls, literature reviews, and file reviews.
teach biomedical engineering or disseminate knowledge about the field through writing or consulting.
educate patients and family members about mental health and medical conditions, preventive health measures, medications, or treatment plans.
produce rough and finished graphics and graphic designs.
use computers, audio-visual aids, and other equipment and materials to supplement presentations.
study economic and statistical data in area of specialization, such as finance, labor, or agriculture.
review papers or serve on editorial boards for scientific journals, and review grant proposals for federal agencies.
break systems into their component parts, assign numerical values to each component, and examine the mathematical relationships between them.
analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.
examine chemical or biological samples to identify cell structures or to locate bacteria or extraneous material, using a microscope.
supply the latest price quotes on any security, as well as information on the activities or financial positions of the corporations issuing these securities.
encourage clients to express their feelings and discuss what is happening in their lives, helping them to develop insight into themselves or their relationships.
help children with homework and school work.
prepare or proctor examinations.
prepare reports and document project activities and data.
plan, coordinate, and implement network security measures to protect data, software, and hardware.
compile, record, and code results or data from interview or survey, using computer or specified form.
write, review, or maintain engineering documentation.
research and identify potential customers for products or services.
prepare reports of findings, illustrating data graphically and translating complex findings into written text.
write detailed functional specifications that document the hardware development process and support hardware introduction.
educate or advise clients on animal health care, nutrition, or behavior problems.
install, service, and repair electronic equipment or instruments such as televisions, radios, and videocassette recorders.
advise animal owners regarding sanitary measures, feeding, general care, medical conditions, or treatment options.
compile and interpret results of tests and analyses.
analyze business operations, trends, costs, revenues, financial commitments, and obligations to project future revenues and expenses or to provide advice.
counsel individuals or groups concerning their spiritual, emotional, or personal needs.
classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.
select and use laboratory, operational, or diagnostic techniques or test equipment to assess electromechanical circuits, equipment, processes, systems, or subsystems.
write changes directly into compositions, or use computer software to make changes.
convert various types of files for printing or for the internet, using computer software.
report results of statistical analyses, including information in the form of graphs, charts, and tables.
compile bibliographies of specialized materials for outside reading assignments.
investigate or test specific construction project materials to determine compliance to specifications or standards.
conduct research to extend mathematical knowledge in traditional areas, such as algebra, geometry, probability, and logic.
operate desktop publishing software and equipment to design, lay out, and produce camera-ready copy.
provide advice on transportation options, types of carriers, or shipping routes.
provide information from the institution's holdings to other curators and to the public.
prepare forms or agreements to complete sales.
take dictation using shorthand, a stenotype machine, or headsets and transcribing machines.
present and explain proposals, reports, or findings to clients.
complete form letters in response to requests or problems identified by correspondence.
set up equipment for employee use, performing or ensuring proper installation of cables, operating systems, or appropriate software.
key in processing instructions to program electronic equipment.
review written, audio, or video copy and correct errors in content, grammar, or punctuation, following prescribed editorial style and formatting guidelines.
treat minor cuts, abrasions, or contusions.
research or recommend textbooks, software, equipment, or other learning materials to complement tutoring.
write program code to analyze data using statistical analysis software.
develop specialized computer software routines to customize and integrate image analysis.
develop communications materials, advertisements, presentations, or public relations initiatives to promote awareness of green products and technologies.
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.
inspect individual parts, assemblies, or installations, using measuring instruments, such as calipers, scales, or micrometers.
conduct market research and analyze industry trends.
analyze data such as interview notes, test results, and reference manuals to identify symptoms and to diagnose the nature of clients' problems.
apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation.
prepare comprehensive interpretive reports of findings.
provide guidelines for implementing secure systems to customers or installation teams.
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.
consult with researchers to analyze problems, recommend technology-based solutions, or determine computational strategies.
plan and develop instructional methods and content for educational, vocational, or student activity programs.
enter codes and instructions to program computer-controlled machinery.
analyze, interpret, or create graphical representations of energy data, using engineering software.
educate patients about diagnoses, prognoses, or treatments.
analyze developments in specific field to determine need for revisions in previously published materials and development of new material.