seeaman/economic-index-structured huggingface dataset:
write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies.
modify existing software to correct errors, allow it to adapt to new hardware, or to improve its performance.
modify existing software to correct errors, to adapt it to new hardware, or to upgrade interfaces and improve performance.
diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary.
correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.
design, build, or maintain web sites, using authoring or scripting languages, content creation tools, management tools, and digital media.
perform routine system administrative functions such as troubleshooting, back-ups, and upgrades.
assist students who need extra help with their coursework outside of class.
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.
edit, standardize, or make changes to material prepared by other writers or establishment personnel.
prepare, rewrite and edit copy to improve readability, or supervise others who do this work.
provide private instruction to individual or small groups of students to improve academic performance, improve occupational skills, or prepare for academic or occupational tests.
perform initial debugging procedures by reviewing configuration files, logs, or code pieces to determine breakdown source.
review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.
troubleshoot problems involving office equipment, such as computer hardware and software.
develop instructional materials to be used by educators and instructors.
analyze user needs and software requirements to determine feasibility of design within time and cost constraints.
edit or rewrite existing copy as necessary, and submit copy for approval by supervisor.
instruct through lectures, discussions, and demonstrations in one or more subjects, such as english, mathematics, or social studies.
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.
instruct individuals in career development techniques such as job search and application strategies, resume writing, and interview skills.
confer with clients regarding the nature of the information processing or computation needs a computer program is to address.
develop new software applications or customize existing applications to meet specific scientific project needs.
compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.
develop instructional materials, such as lesson plans, handouts, or examinations.
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.
develop or apply data mining and machine learning algorithms.
reformat documents, moving paragraphs or columns.
write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.
write original or adapted material for dramas, comedies, puppet shows, narration, or other performances.
read written materials, such as legal documents, scientific works, or news reports, and rewrite material into specified languages.
modify existing programs to enhance efficiency.
answer customers' questions, and provide information on procedures or policies.
search electronic sources, such as databases or repositories, or manual sources for information.
review class material with students by discussing text, working solutions to problems, or reviewing worksheets or other assignments.
write supporting code for web applications or web sites.
conduct searches to find needed information, using such sources as the internet.
write, design, or edit web page content, or direct others producing content.
organize information for publication and for other means of dissemination, such as use in cd-roms or internet sites.
read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.
determine sources of web page or server problems, and take action to correct such problems.
use computers for various applications, such as database management or word processing.
assess the usefulness of pre-developed application packages and adapt them to a user environment.
develop factors such as themes, plots, characterizations, psychological analyses, historical environments, action, and dialogue, to create material.
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.
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.
research, compile, analyze and organize information from maps, reports, investigations, and books for use in reports and special projects.
provide information and advice to the public regarding the selection, purchase, and care of products.
guide clients in the development of skills or strategies for dealing with their problems.
organize material and complete writing assignment according to set standards regarding order, clarity, conciseness, style, and terminology.
conduct logical analyses of business, scientific, engineering, and other technical problems, formulating mathematical models of problems for solution by computers.
develop transactional web applications, using web programming software and knowledge of programming languages, such as hypertext markup language (html) and extensible markup language (xml).
provide technical guidance or support for the development or troubleshooting of systems.
write narrative, dramatic, lyric, or other types of poetry for publication.
provide professional consulting services to government or industry.
write advertising copy for use by publication, broadcast, or internet media to promote the sale of goods and services.
test programs or databases, correct errors, and make necessary modifications.
design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcome and consequences of design.
provide feedback and recommendations to developers on software usability and functionality.
develop application-specific software.
perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.
select and edit documents for publication and display, applying knowledge of subject, literary expression, and presentation techniques.
conduct internet-based and library research.
provide occupational, educational, and other information to individuals so that they can make educational and vocational plans.
respond to program error messages by finding and correcting problems or terminating the program.
read, evaluate and edit manuscripts or other materials submitted for publication and confer with authors regarding changes in content, style or organization, or publication.
modify existing databases and database management systems or direct programmers and analysts to make changes.
analyze organic or inorganic compounds to determine chemical or physical properties, composition, structure, relationships, or reactions, using chromatography, spectroscopy, or spectrophotometry techniques.
answer customers' questions about products, prices, availability, or credit terms.
provide professional consulting services to government, educational institutions, or industry.
consult with multiple stakeholders to define requirements and implement online features.
help programmers and systems analysts test and debug new programs.
revise programs or tapes to eliminate errors, and retest programs to check that problems have been solved.
test machines, components, materials, or products to determine characteristics such as performance, strength, or response to stress.
observe and evaluate students' work to determine progress, provide feedback, and make suggestions for improvement.
store, retrieve, and manipulate data for analysis of system capabilities and requirements.
write, present, and publish reports that record site history, methodology, and artifact analysis results, along with recommendations for conserving and interpreting findings.
provide advice to clients on a contract basis, working as a consultant.
conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.
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.
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.
search standard reference materials, including online sources and the internet, to answer patrons' reference questions.
conduct research to gather information about survey topics.
monitor database performance and perform any necessary maintenance, upgrades, or repairs.
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.
reinstall software programs or adjust settings on existing software to fix machine malfunctions.
provide information, guidance, and preparation for the general equivalency diploma (ged) examination.
develop teaching aids such as instructional software, multimedia visual aids, or study materials.
prepare or edit organizational publications, such as employee newsletters or stockholders' reports, for internal or external audiences.
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.
prepare and deliver lectures to undergraduate or graduate students on topics such as anatomy, therapeutic recreation, and conditioning theory.
troubleshoot network or connectivity problems for users or user groups.
review software documentation to ensure technical accuracy, compliance, or completeness, or to mitigate risks.
prepare and deliver lectures to undergraduate or graduate students on topics such as abnormal psychology, cognitive processes, and work motivation.
provide assistance to students in college writing centers.
configure servers to meet functional specifications.
compute dimensions, areas, volumes, and weights.
develop teaching or training materials, such as handouts, study materials, or quizzes.
write computer programs or scripts to be used in querying databases.
determine existence and amount of liability according to current laws, administrative and judicial precedents, and available evidence.
write programs in the language of a machine's controller and store programs on media such as punch tapes, magnetic tapes, or disks.
provide individual support or counseling in general wellness or nutrition.
modify and customize commercial programs for internal needs.
discuss the treatment of problems with clients.
provide customers with travel suggestions and information sources, such as guides, directories, brochures, and maps.
use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.
create finished art work as decoration, or to elucidate or substitute for spoken or written messages.
counsel individuals and groups on basic rules of good nutrition, healthy eating habits, and nutrition monitoring to improve their quality of life.
greet customers and ascertain what each customer wants or needs.
answer customers' questions about products, prices, availability, product uses, and credit terms.
read from sacred texts such as the bible, torah, or koran.
participate in the work of subordinates to facilitate productivity or to overcome difficult aspects of work.
consult with and assist computer operators or system analysts to define and resolve problems in running computer programs.
analyze characteristics of animals to identify and classify them.
provide advice and consultation on economic relationships to businesses, public and private agencies, and other employers.
develop teaching materials, such as syllabi, visual aids, answer keys, supplementary notes, or course web sites.
develop or maintain internal or external company web sites.
analyze experimental data and interpret results to write reports and summaries of findings.
design databases to support business applications, ensuring system scalability, security, performance and reliability.
provide technical advice on the use of current instructional technologies, including computer-based training, desktop videoconferencing, multimedia, and distance learning technologies.
conduct research in a particular field of knowledge and present findings in professional journals, books, electronic media, or at professional conferences.
provide information and advice regarding drug interactions, side effects, dosage, and proper medication storage.
edit instructional materials, such as books, simulation exercises, lesson plans, instructor guides, and tests.
interpret laws, rulings and regulations for individuals and businesses.
create, analyze, report, convert, or transfer data, using specialized applications program software.
process and prepare documents, such as business or government forms and expense reports.
analyze system performance or operational requirements.
prepare management reports defining and evaluating problems and recommending solutions.
analyze information to determine, recommend, and plan layout, including type of computers and peripheral equipment modifications.
plan parties or other special events and services.
evaluate and grade students' class work, assignments, and papers.
evaluate or recommend software for testing or bug tracking.
prepare appropriate formatting to data sets as requested.
recommend strategies for clients to meet their financial goals, such as borrowing money through loans or loan programs, declaring bankruptcy, making budget adjustments, or enrolling in debt management plans.
design and create special programs for tasks such as statistical analysis and data entry and cleaning.
address the relationships of quantities, magnitudes, and forms through the use of numbers and symbols.
recommend financial products, such as stocks, bonds, mutual funds, or insurance.
counsel workers about job and career-related issues.
provide clients with communication assistance, typing their correspondence or obtaining information for them.
recommend and provide advice on a wide variety of products and services.
prepare and deliver lectures to undergraduate or graduate students and the community on topics such as ethics, logic, and contemporary religious thought.
explain general financial topics to clients, such as credit report ratings, bankruptcy laws, consumer protection laws, wage attachments, or collection actions.
analyze organizational, occupational, and industrial data to facilitate organizational functions and provide technical information to business, industry, and government.
evaluate sources of information to determine any limitations in terms of reliability or usability.
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.
prepare reports or recommendations, based upon research outcomes.
analyze information to determine, recommend, and plan computer specifications and layouts, and peripheral equipment modifications.
conduct materials test and analysis using tools and equipment and applying engineering knowledge.
analyze financial information obtained from clients to determine strategies for meeting clients' financial objectives.
present investment information, such as product risks, fees, or fund performance statistics.
develop methods for integrating different products so they work properly together such as customizing commercial databases to fit specific needs.
advise clients on financial and legal matters such as investments and taxes.
instruct others in program methods, procedures, or functions.
prepare reports, manuscripts, proposals, and technical manuals for use by other scientists and requestors, such as sponsors and customers.
review instructional content, methods, and student evaluations to assess strengths and weaknesses, and to develop recommendations for course revision, development, or elimination.
compile reports, charts, or graphs that describe and interpret findings of analyses.
develop concepts or creative ideas for craft objects.
tutor and assist children individually or in small groups to help them master assignments and to reinforce learning concepts presented by teachers.
advise clients on market conditions, prices, mortgages, legal requirements and related matters.
observe and evaluate students' work to determine progress and make suggestions for improvement.
write interesting and effective press releases, prepare information for media kits, and develop and maintain company internet or intranet web pages.
collect business intelligence data from available industry reports, public information, field reports, or purchased sources.
prepare data for processing by organizing information, checking for any inaccuracies, and adjusting and weighting the raw data.
recommend, select, and help locate or obtain merchandise based on customer needs and desires.
evaluate the organization's technology use and needs and recommend improvements, such as hardware and software upgrades.
explain federal and state tax laws to individuals and companies.
develop curricula and plan course content and methods of instruction.
confer with clients to develop strategies for their careers, and to explain actions taken on their behalf.
use nondisciplinary tools and equipment such as a computer.
install and configure new equipment, including operating software or peripheral equipment.
evaluate or recommend server hardware or software.
plan and prepare advertising and promotional material to increase sales of products or services, working with customers, company officials, sales departments, and advertising agencies.
proofread, edit, and revise translated materials.
analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling and information engineering.
set up and operate specialized or standard test equipment to diagnose, test, or analyze the performance of electronic components, assemblies, or systems.
develop instructional materials and conduct in-service and community-based educational programs.
provide technical support or assistance to chemists or engineers.
conduct research in a particular field of knowledge and publish findings in books, professional journals, or electronic media.
respond to customer inquiries or complaints.
write computer or microprocessor software programs.
extend existing software programs, web-based interactive tools, or database queries as sequence management and analysis needs evolve.
study, examine, and test acquisitions to authenticate their origin, composition, history, and to assess their current value.
develop web site maps, application models, image templates, or page templates that meet project goals, user needs, or industry standards.
document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.
analyze test data, making computations as necessary, to determine test results.
analyze records, reports, test results, or examination information to diagnose medical condition of patient.
consult with users, management, vendors, and technicians to assess computing needs and system requirements.
demonstrate database technical functionality, such as performance, security and reliability.
develop or implement procedures for ongoing web site revision.
develop business methods and procedures, including accounting systems, file systems, office systems, logistics systems, and production schedules.
advise students on academic and vocational curricula and on career issues.
analyze information obtained from management to conceptualize and define operational problems.
research production topics using the internet, video archives, and other informational sources.
provide system design and integration recommendations.
determine supplementary virtual features, such as currency, item catalog, menu design, and audio direction.
develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements.
write press releases or other media communications to promote clients.
direct or provide home health services.
develop and direct software system testing and validation procedures, programming, and documentation.
process and prepare memos, correspondence, travel vouchers, or other documents.
prepare and deliver lectures to undergraduate or graduate students on topics such as family behavior, child and adolescent mental health, and social intervention evaluation.
write reviews of literary, musical, or other artwork, based on knowledge, judgment, or experience.
monitor and analyze sales promotion results to determine cost effectiveness of promotion campaigns.
consult with and advise physicians, educators, researchers, government health officials and others regarding medical applications of sciences, such as physics, biology, and chemistry.
prepare and deliver lectures to undergraduate or graduate students on topics such as mechanics, hydraulics, and robotics.
conduct research, compile data, and prepare papers for consideration and presentation by executives, committees, and boards of directors.
conduct research in a particular field of knowledge and publish findings in scholarly journals, books, or electronic media.
provide information about local features, such as shopping, dining, nightlife, or recreational destinations.
compile, administer, and grade examinations, or assign this work to others.
analyze and interpret patients' histories, symptoms, physical findings, or diagnostic information to develop appropriate diagnoses.
create custom illustrations or other graphic elements.
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.
use models to simulate the behavior of animated objects in the finished sequence.
interpret diagnostic test results for deviations from normal.
prepare technical reports and recommendations based upon research outcomes.
define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.
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.
study the structure and composition of food or the changes foods undergo in storage and processing.
prepare written opinions or decisions regarding cases.
prepare responses to correspondence containing routine inquiries.
code, evaluate, or interpret collected study data.
design or develop software systems, using scientific analysis and mathematical models to predict and measure outcome and consequences of design.
write articles, white papers, and reports to share research findings and educate others.