Automation Green Light
Worker desire for automation is high and expert-rated AI capability is high. These are the clearest, lowest-friction opportunities to hand work to AI today — the people who do the task are ready to let it go, and the technology can largely handle it.
281 of 844 studied tasks fall in this zone.
- want 5 · AI 4.67
Schedule appointments with clients.
Tax Preparers
- want 4.6 · AI 4.5
Issue and record adjustments to pay related to previous errors or retroactive increases.
Payroll and Timekeeping Clerks
- want 4.5 · AI 5
Direct the tracking of defects, test results, or other regularly reported quality control data.
Quality Control Systems Managers
- want 4.5 · AI 4.67
Maintain records of daily data communication transactions, problems and remedial actions taken, or installation activit…
Computer User Support Specialists
- want 4.5 · AI 4.5
Convert various types of files for printing or for the Internet, using computer software.
Desktop Publishers
- want 4.5 · AI 4.33
Create or maintain database of customer accounts.
Online Merchants
- want 4.5 · AI 4
Report results of statistical analyses, including information in the form of graphs, charts, and tables.
Statisticians
- want 4.4 · AI 5
Calculate revenue, sales, and expenses, using financial accounting or spreadsheet software.
Online Merchants
- want 4.33 · AI 4.5
Instruct parties about timing of court appearances.
Court, Municipal, and License Clerks
- want 4.25 · AI 4.5
Prepare correspondence to inform concerned parties of licensing decisions or appeals processes.
Compliance Officers
- want 4.25 · AI 3.67
Maintain logs of activities and completed work.
Data Entry Keyers
- want 4.2 · AI 4.67
Back up files from Web sites to local directories for instant recovery in case of problems.
Web Developers
- want 4.2 · AI 4.5
Back up or modify applications and related data to provide for disaster recovery.
Web Administrators
- want 4.17 · AI 4.67
Perform routine network startup and shutdown procedures, and maintain control records.
Network and Computer Systems Administrators
- want 4.17 · AI 3.5
Manipulate publicly accessible, commercial, or proprietary genomic, proteomic, or post-genomic databases.
Bioinformatics Scientists
- want 4.14 · AI 4.33
Improve search-related activities through ongoing analysis, experimentation, or optimization tests, using A/B or multiv…
Search Marketing Strategists
- want 4.11 · AI 5
Complete expense reports, sales reports, or other paperwork.
Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products
- want 4.1 · AI 5
Deliver e-mail confirmation of completed transactions and shipment.
Online Merchants
- want 4.1 · AI 4
Evaluate project plans and proposals to assess feasibility issues.
Computer and Information Research Scientists
- want 4 · AI 4.67
Record employee information, such as exemptions, transfers, and resignations, to maintain and update payroll records.
Payroll and Timekeeping Clerks
- want 4 · AI 4.5
Print or request transportation carrier tickets, using computer printer system or system link to travel carrier.
Travel Agents
- want 4 · AI 4.5
Install or configure Web server software or hardware to ensure that directory structure is well-defined, logical, and s…
Web Administrators
- want 4 · AI 4.5
Set up or maintain monitoring tools on Web servers or Web sites.
Web Administrators
- want 4 · AI 4.5
Perform computations and apply methods of numerical analysis to data.
Mathematicians
- want 4 · AI 4.5
Calculate and prepare checks for utilities, taxes, and other payments.
Bookkeeping, Accounting, and Auditing Clerks
- want 4 · AI 4.33
Select transportation routes to maximize economy by combining shipments or consolidating warehousing and distribution.
Supply Chain Managers
- want 4 · AI 4
Monitor bug resolution efforts and track successes.
Software Quality Assurance Analysts and Testers
- want 4 · AI 4
Approve proposals for the acquisition, replacement, or repair of biofuels processing equipment or the implementation of…
Biofuels Production Managers
- want 4 · AI 4
Schedule classes based on availability of classrooms, equipment, or instructors.
Training and Development Specialists
- want 4 · AI 4
Read and effectively interpret small-scale maps and information from a computer screen to determine locations and provi…
Public Safety Telecommunicators
- want 4 · AI 4
Record details of calls, dispatches, and messages.
Public Safety Telecommunicators
- want 4 · AI 4
Register protocol patients with appropriate statistical centers as required.
Clinical Research Coordinators
- want 4 · AI 4
Compile data for use in activities, such as gene expression profiling, genome annotation, or structural bioinformatics.
Bioinformatics Scientists
- want 4 · AI 4
Optimize shopping cart experience or Web site conversion rates against Key Performance Indicators (KPIs).
Search Marketing Strategists
- want 4 · AI 4
Monitor progress of fundraising drives.
Fundraisers
- want 4 · AI 4
Perform descriptive and multivariate statistical analyses of data, using computer software.
Social Science Research Assistants
- want 4 · AI 4
Verify the accuracy and validity of data entered in databases, correcting any errors.
Social Science Research Assistants
- want 4 · AI 4
Keep informed about changes in tax and deduction laws that apply to the payroll process.
Payroll and Timekeeping Clerks
- want 4 · AI 3.67
Read source documents such as canceled checks, sales reports, or bills, and enter data in specific data fields or onto…
Data Entry Keyers
- want 4 · AI 3.67
Enter information into computerized court calendar, filing, or case management systems.
Judicial Law Clerks
- want 4 · AI 3.5
Prepare equipment inspection schedules, reliability schedules, work plans, or other records.
Mechanical Engineering Technologists and Technicians
- want 4 · AI 3.5
Calculate sample size requirements for clinical studies.
Biostatisticians
- want 3.9 · AI 4
Make travel arrangements for attorneys.
Legal Secretaries and Administrative Assistants
- want 3.88 · AI 5
Configure, monitor, and maintain email applications or virus protection software.
Network and Computer Systems Administrators
- want 3.83 · AI 4.5
Process and issue employee paychecks and statements of earnings and deductions.
Payroll and Timekeeping Clerks
- want 3.83 · AI 4
Analyze inventories to determine how to increase inventory turns, reduce waste, or optimize customer service.
Supply Chain Managers
- want 3.8 · AI 4.5
Prepare or assist in preparing simple to complex tax returns for individuals or small businesses.
Tax Preparers
- want 3.8 · AI 4.5
Consult tax law handbooks or bulletins to determine procedures for preparation of atypical returns.
Tax Preparers
- want 3.8 · AI 4
Process large amounts of data for statistical modeling and graphic analysis, using computers.
Statisticians
- want 3.8 · AI 3.67
Receive and route messages or documents, such as laboratory results, to appropriate staff.
Medical Secretaries and Administrative Assistants
- want 3.8 · AI 3.67
Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.
Web Administrators
- want 3.8 · AI 3.67
Provide telephone support related to networking or connectivity issues.
Computer Network Support Specialists
- want 3.8 · AI 3.5
Monitor forecasts and quotas to identify changes and predict effects on supply chain activities.
Supply Chain Managers
- want 3.8 · AI 3.5
Evaluate training materials prepared by instructors, such as outlines, text, or handouts.
Training and Development Specialists
- want 3.75 · AI 4.5
Respond to customer complaints, taking action as necessary.
Librarians and Media Collections Specialists
- want 3.75 · AI 4.5
Test issues such as system integration, performance, and system security on a regular schedule or after any major progr…
Web Administrators
- want 3.75 · AI 4
Reconcile records of bank transactions.
Bookkeeping, Accounting, and Auditing Clerks
- want 3.75 · AI 4
Inform other traders, managers, or customers of market conditions, including volume, price, competition, or dynamics.
Securities, Commodities, and Financial Services Sales Agents
- want 3.75 · AI 4
Prepare two-dimensional concept layouts or three-dimensional mock-ups.
Video Game Designers
- want 3.75 · AI 3.67
Prepare and manage biofuels plant or unit budgets.
Biofuels Production Managers
- want 3.75 · AI 3.67
Create or modify web-based bioinformatics tools.
Bioinformatics Scientists
- want 3.75 · AI 3.5
Monitor program performance to ensure efficient and problem-free operations.
Software Quality Assurance Analysts and Testers
- want 3.75 · AI 3.5
Conduct verifications of employment.
Payroll and Timekeeping Clerks
- want 3.71 · AI 5
Maintain computerized inventories of available passenger space and provide information on space reserved or available.
Reservation and Transportation Ticket Agents and Travel Clerks
- want 3.71 · AI 4.5
Obtain and compile copies of loan applicants' credit histories, corporate financial statements, and other financial inf…
Loan Officers
- want 3.71 · AI 4
Identify relationships and trends in data, as well as any factors that could affect the results of research.
Statisticians
- want 3.71 · AI 4
Design and create special programs for tasks such as statistical analysis and data entry and cleaning.
Social Science Research Assistants
- want 3.71 · AI 3.5
Answer questions and provide future tax planning to clients.
Tax Preparers
- want 3.7 · AI 4.33
Review purchase order claims and contracts for conformance to company policy.
Purchasing Managers
- want 3.7 · AI 4
Inspect layouts and advertising copy, and edit scripts, audio, video, and other promotional material for adherence to s…
Advertising and Promotions Managers
- want 3.7 · AI 4
Transfer photographs to computers for editing, archiving, and electronic transmission.
Photographers
- want 3.67 · AI 5
Collect and analyze Web metrics, such as visits, time on site, page views per visit, transaction volume and revenue, tr…
Search Marketing Strategists
- want 3.67 · AI 4.5
Adjust temperature, pressure, vacuum, level, flow rate, or transfer of biofuels to maintain processes at required level…
Biofuels Production Managers
- want 3.67 · AI 4.5
Update automated test scripts to ensure currency.
Software Quality Assurance Analysts and Testers
- want 3.67 · AI 4.5
Maintain library of model documents, templates, or other reusable knowledge assets.
Business Intelligence Analysts
- want 3.67 · AI 4.5
Monitor and analyze sales promotion results to determine cost effectiveness of promotion campaigns.
Advertising and Promotions Managers
- want 3.67 · AI 4.33
Create or update donor databases.
Fundraisers
- want 3.67 · AI 4
Maintain student attendance records, grades, and other required records.
Business Teachers, Postsecondary
- want 3.67 · AI 4
Conduct cost, material, and efficiency studies for biofuels production plants or operations.
Biofuels Production Managers
- want 3.67 · AI 4
Select number of colors and determine color separations.
Desktop Publishers
- want 3.67 · AI 4
Compute taxes owed or overpaid, using adding machines or personal computers, and complete entries on forms, following t…
Tax Preparers
- want 3.67 · AI 4
Analyze equipment performance records to determine the need for repair or replacement.
Network and Computer Systems Administrators
- want 3.67 · AI 3.67
Prepare reports on logistics performance measures.
Logistics Analysts
- want 3.67 · AI 3.5
Conduct research and interviews to determine which of a product's selling features should be promoted.
Writers and Authors
- want 3.67 · AI 3.5
Transcribe recorded messages or practitioners' diagnoses or recommendations into patients' medical records.
Medical Secretaries and Administrative Assistants
- want 3.67 · AI 3.5
Maintain records of performance reports for future reference.
Aerospace Engineers
- want 3.63 · AI 4.67
Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instru…
Computer Programmers
- want 3.63 · AI 4.5
Review financial records, such as income statements and documentation of expenditures to determine forms needed to prep…
Tax Preparers
- want 3.6 · AI 5
Transcribe dictation for a variety of medical reports, such as patient histories, physical examinations, emergency room…
Medical Transcriptionists
- want 3.6 · AI 4.67
Compose descriptions of merchandise for posting to online storefront, auction sites, or other shopping Web sites.
Online Merchants
- want 3.6 · AI 4.67
Implement updates, upgrades, and patches in a timely manner to limit loss of service.
Web Administrators
- want 3.6 · AI 4.5
Prepare financial reports to monitor client or corporate finances.
Securities, Commodities, and Financial Services Sales Agents
- want 3.6 · AI 4.5
Schedule and make appointments.
Legal Secretaries and Administrative Assistants
- want 3.6 · AI 4.5
Keep track of leave time, such as vacation, personal, and sick leave, for employees.
Payroll and Timekeeping Clerks
- want 3.6 · AI 4.33
Write technical reports for engineering and management personnel.
Petroleum Engineers
- want 3.6 · AI 4.33
Conduct market research analysis to identify search query trends, real-time search and news media activity, popular soc…
Search Marketing Strategists
- want 3.6 · AI 4
Review, evaluate, and approve specifications for issuing and awarding bids.
Purchasing Managers
- want 3.6 · AI 4
Keep up with developments in area of expertise by reading current journals, books, or magazine articles.
Training and Development Specialists
- want 3.6 · AI 4
Develop new software applications or customize existing applications to meet specific scientific project needs.
Bioinformatics Scientists
- want 3.6 · AI 3.67
Assess clients' overall financial situations by reviewing income, assets, debts, expenses, credit reports, or other fin…
Credit Counselors
- want 3.6 · AI 3.5
Establish work schedules and assignments for staff, according to workload, space, and equipment availability.
Medical and Health Services Managers
- want 3.57 · AI 4
Verify legal descriptions of properties by comparing them to county records.
Appraisers and Assessors of Real Estate
- want 3.57 · AI 4
Research, test, or verify proper functioning of software patches and fixes.
Computer Systems Engineers/Architects
- want 3.57 · AI 4
Monitor budgets, expense reports, or other financial data for fundraising organizations.
Fundraisers
- want 3.57 · AI 4
Interpret test results, compare them to established specifications and control limits, and make recommendations on appr…
Quality Control Analysts
- want 3.56 · AI 4.5
Maintain customer records, using automated systems.
Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products
- want 3.56 · AI 4.5
Prepare and submit sales contracts for orders.
Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products
- want 3.5 · AI 5
Cancel orders based on customer requests or inventory or delivery problems.
Online Merchants
- want 3.5 · AI 5
Prepare and process payroll information.
Bookkeeping, Accounting, and Auditing Clerks
- want 3.5 · AI 4.5
Document network support activities.
Computer Network Support Specialists
- want 3.5 · AI 4.5
Assist in setting up or optimizing analytics tools for tracking visitors' behaviors.
Search Marketing Strategists
- want 3.5 · AI 4.5
Submit applications to credit analysts for verification and recommendation.
Loan Officers
- want 3.5 · AI 4.5
Provide customer with brochures and publications containing travel information, such as local customs, points of intere…
Travel Agents
- want 3.5 · AI 4.5
Write and send letters of thanks to donors.
Fundraisers
- want 3.5 · AI 4.5
Track, compile, and analyze Web site usage data.
Web Administrators
- want 3.5 · AI 4.5
Operate master consoles to monitor the performance of computer systems and networks and to coordinate computer network…
Network and Computer Systems Administrators
- want 3.5 · AI 4.33
Prepare applications and forms for applicants for such purposes as school enrollment, employment, and medical services.
Eligibility Interviewers, Government Programs
- want 3.5 · AI 4
Organize or work with detailed office or warehouse records, using computers to enter, access, search or retrieve data.
Insurance Claims and Policy Processing Clerks
- want 3.5 · AI 4
Optimize digital assets, such as text, graphics, or multimedia assets, for search engine optimization (SEO) or for disp…
Search Marketing Strategists
- want 3.5 · AI 4
Compare data with source documents, or re-enter data in verification format to detect errors.
Data Entry Keyers
- want 3.5 · AI 4
Document physical supply chain processes, such as workflows, cycle times, position responsibilities, or system flows.
Supply Chain Managers
- want 3.5 · AI 4
Evaluate applications, records, or documents to gather information about eligibility or liability issues.
Compliance Officers
- want 3.5 · AI 4
Prepare and issue orders of the court, such as probation orders, release documentation, sentencing information, or summ…
Court, Municipal, and License Clerks
- want 3.5 · AI 3.67
Obtain, organize, or develop training procedure manuals, guides, or course materials, such as handouts or visual materi…
Training and Development Specialists
- want 3.5 · AI 3.67
Prepare reports of activities, evaluations, recommendations, or decisions.
Compliance Officers
- want 3.44 · AI 4
Verify attendance, hours worked, and pay adjustments, and post information onto designated records.
Payroll and Timekeeping Clerks
- want 3.43 · AI 5
Compute wages and deductions, and enter data into computers.
Payroll and Timekeeping Clerks
- want 3.43 · AI 5
Process paperwork for new employees and enter employee information into the payroll system.
Payroll and Timekeeping Clerks
- want 3.43 · AI 4.33
Optimize Web site exposure by analyzing search engine patterns to direct online placement of keywords or other content.
Search Marketing Strategists
- want 3.43 · AI 4
Calculate costs for billings or commissions.
Securities, Commodities, and Financial Services Sales Agents
- want 3.43 · AI 4
Review and update standard operating procedures or quality assurance manuals.
Quality Control Systems Managers
- want 3.4 · AI 5
Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are resp…
Computer Programmers
- want 3.4 · AI 5
Perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.
Bookkeeping, Accounting, and Auditing Clerks
- want 3.4 · AI 5
Develop and maintain computerized record management systems to store and process data, such as personnel activities and…
Medical and Health Services Managers
- want 3.4 · AI 5
Document test procedures to ensure replicability and compliance with standards.
Software Quality Assurance Analysts and Testers
- want 3.4 · AI 4.5
Generate financial ratios, using computer programs, to evaluate customers' financial status.
Credit Analysts
- want 3.4 · AI 4.5
Obtain customer information such as name, address, and payment method, and enter orders into computers.
Telemarketers
- want 3.4 · AI 4
Produce written summary reports of financial research results.
Financial Quantitative Analysts
- want 3.4 · AI 4
Study layout or other design instructions to determine work to be done and sequence of operations.
Desktop Publishers
- want 3.4 · AI 4
Record case dispositions, court orders, or arrangements made for payment of court fees.
Court, Municipal, and License Clerks
- want 3.4 · AI 3.5
Document computer security and emergency measures policies, procedures, and tests.
Information Security Analysts
- want 3.4 · AI 3.5
Design, configure, and test computer hardware, networking software and operating system software.
Network and Computer Systems Administrators
- want 3.38 · AI 4.5
Use all appropriate adjustments, deductions, and credits to keep clients' taxes to a minimum.
Tax Preparers
- want 3.38 · AI 4
Analyze monthly department budgeting and accounting reports to maintain expenditure controls.
Budget Analysts
- want 3.38 · AI 3.5
Prepare data analysis listings and activity, performance, or progress reports.
Clinical Data Managers
- want 3.33 · AI 5
Complete time sheets showing employees' arrival and departure times.
Payroll and Timekeeping Clerks
- want 3.33 · AI 5
Review dockets of pending litigation to ensure adequate progress.
Judicial Law Clerks
- want 3.33 · AI 4.67
Analyze network data to determine network usage, disk space availability, or server function.
Computer Network Support Specialists
- want 3.33 · AI 4.5
Calculate form preparation fees according to return complexity and processing time required.
Tax Preparers
- want 3.33 · AI 4
Compile and prepare documentation related to production sequences, transportation, personnel schedules, or purchase, ma…
Production, Planning, and Expediting Clerks
- want 3.33 · AI 4
Schedule tests or procedures for patients, such as lab work or x-rays, based on physician orders.
Medical Secretaries and Administrative Assistants
- want 3.33 · AI 4
Conduct internet-based and library research.
Social Science Research Assistants
- want 3.33 · AI 3.5
Compose business correspondence for supervisors, managers, and professionals.
Insurance Claims and Policy Processing Clerks
- want 3.33 · AI 3.5
Determine the order of work and method of presentation, such as orthographic or isometric drawing.
Architectural and Civil Drafters
- want 3.33 · AI 3.5
Monitor markets or positions.
Securities, Commodities, and Financial Services Sales Agents
- want 3.33 · AI 3.5
Arrange for interlibrary loans of materials not available in a particular library.
Librarians and Media Collections Specialists
- want 3.33 · AI 3.5
Evaluate analytical methods and procedures to determine how they might be improved.
Quality Control Analysts
- want 3.33 · AI 3.5
Identify spatial coordinates, using remote sensing and Global Positioning System (GPS) data.
Precision Agriculture Technicians
- want 3.33 · AI 3.5
Compile laboratory test data and perform appropriate analyses.
Quality Control Analysts
- want 3.3 · AI 5
Respond to user email inquiries, or set up automated systems to send responses.
Web Developers
- want 3.3 · AI 5
Record and maintain information on clients, vendors, and travel packages.
Travel Agents
- want 3.3 · AI 4.67
Perform Web site tests according to planned schedules, or after any Web site or product revision.
Web Developers
- want 3.3 · AI 4.5
Determine charges for services requested, collect deposits or payments, or arrange for billing.
Customer Service Representatives
- want 3.3 · AI 4.5
Maintain required records of study activity including case report forms, drug dispensation records, or regulatory forms.
Clinical Research Coordinators
- want 3.3 · AI 4.5
Order drugs or devices necessary for study completion.
Clinical Research Coordinators
- want 3.3 · AI 4.33
Establish appropriate server directory trees.
Web Developers
- want 3.3 · AI 4
Check figures, postings, and documents for correct entry, mathematical accuracy, and proper codes.
Bookkeeping, Accounting, and Auditing Clerks
- want 3.3 · AI 4
Obtain and examine all relevant information to assess validity of complaints and to determine possible causes, such as…
Customer Service Representatives
- want 3.3 · AI 4
Prepare and distribute invoices to bill clients or pay account expenses.
Legal Secretaries and Administrative Assistants
- want 3.3 · AI 4
Perform general office duties, such as scheduling appointments, keeping books, and ordering supplies.
Photographers
- want 3.3 · AI 3.67
Conduct and administer fiscal operations, including accounting, planning budgets, authorizing expenditures, establishin…
Medical and Health Services Managers
- want 3.3 · AI 3.5
Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data int…
Accountants and Auditors
- want 3.29 · AI 5
Set up and maintain medical files and databases, including records such as x-ray, lab, and procedure reports, medical h…
Medical Transcriptionists
- want 3.29 · AI 4.5
Review or update Web page content or links in a timely manner, using appropriate tools.
Web Administrators
- want 3.29 · AI 4.33
Combine secondary data sources with keyword research to more accurately profile and satisfy user intent.
Search Marketing Strategists
- want 3.29 · AI 4
Prepare bid awards requiring board approval.
Purchasing Managers
- want 3.29 · AI 4
Compile information, such as production rates and progress, materials inventories, materials used, or customer informat…
Production, Planning, and Expediting Clerks
- want 3.29 · AI 4
Design or produce materials such as posters, Web sites, or newsletters to promote, market, or advertise fundraising eve…
Fundraisers
- want 3.29 · AI 4
Correct testing-identified problems, or recommend actions for their resolution.
Web Administrators
- want 3.29 · AI 3.5
Prepare, draft, and review legal documents, such as wills, deeds, patent applications, mortgages, leases, and contracts.
Lawyers
- want 3.25 · AI 5
Conduct software compatibility tests with programs, hardware, operating systems, or network environments.
Software Quality Assurance Analysts and Testers
- want 3.25 · AI 5
Create or maintain databases of known test defects.
Software Quality Assurance Analysts and Testers
- want 3.25 · AI 5
Review collection reports to determine the status of collections and the amounts of outstanding balances.
Financial Managers
- want 3.25 · AI 5
Record names, addresses, purchases, and reactions of prospects contacted.
Telemarketers
- want 3.25 · AI 4.5
Record production data, including volume produced, consumption of raw materials, or quality control measures.
Production, Planning, and Expediting Clerks
- want 3.25 · AI 4.33
Gather and organize information on problems or procedures.
Management Analysts
- want 3.25 · AI 4.33
Review quality documentation necessary for regulatory submissions and inspections.
Quality Control Systems Managers
- want 3.25 · AI 4
Locate and correct data entry errors, or report them to supervisors.
Data Entry Keyers
- want 3.25 · AI 4
Analyze and interpret statistical data to identify significant differences in relationships among sources of informatio…
Statisticians
- want 3.25 · AI 4
Test programs or databases, correct errors, and make necessary modifications.
Database Administrators
- want 3.25 · AI 4
Develop, maintain, and troubleshoot information access aids, such as databases, annotated bibliographies, Web pages, el…
Librarians and Media Collections Specialists
- want 3.25 · AI 3.67
Test system modifications to prepare for implementation.
Software Quality Assurance Analysts and Testers
- want 3.22 · AI 4.5
Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correct…
Computer Systems Analysts
- want 3.22 · AI 3.5
Identify or monitor current and potential customers, using business intelligence tools.
Business Intelligence Analysts
- want 3.22 · AI 3.5
Check preliminary and final proofs for errors and make necessary corrections.
Desktop Publishers
- want 3.2 · AI 4.5
Compare disputed merchandise with original requisitions and information from invoices and prepare invoices for returned…
Customer Service Representatives
- want 3.2 · AI 4.5
Check dimensions of materials to be used and assign numbers to lists of materials.
Architectural and Civil Drafters
- want 3.2 · AI 4.5
Compile employee time, production, and payroll data from time sheets and other records.
Payroll and Timekeeping Clerks
- want 3.2 · AI 4.33
Identify appropriate Key Performance Indicators (KPIs) and report key metrics from digital campaigns.
Search Marketing Strategists
- want 3.2 · AI 4
Create content strategies for digital media.
Search Marketing Strategists
- want 3.2 · AI 4
Distinguish between homonyms and recognize inconsistencies and mistakes in medical terms, referring to dictionaries, dr…
Medical Transcriptionists
- want 3.2 · AI 4
Record and maintain all vital and fiscal records and accounts.
Court, Municipal, and License Clerks
- want 3.2 · AI 3.67
Correspond with online customers via electronic mail, telephone, or other electronic messaging to address questions or…
Online Merchants
- want 3.2 · AI 3.5
Provide application or analytical support to researchers or traders on issues such as valuations or data.
Financial Quantitative Analysts
- want 3.2 · AI 3.5
Prepare reports that include the degree of risk involved in extending credit or lending money.
Credit Analysts
- want 3.18 · AI 4.5
Review and verify data, such as age, name, address, and principal sum and value of property, on insurance applications…
Insurance Claims and Policy Processing Clerks
- want 3.18 · AI 3.5
Prepare and review operational reports or project progress reports.
Computer and Information Systems Managers
- want 3.17 · AI 4.5
Create or maintain plans or other documents related to sustainability projects.
Sustainability Specialists
- want 3.17 · AI 4
Study Constitution, statutes, decisions, regulations, and ordinances of quasi-judicial bodies to determine ramification…
Lawyers
- want 3.17 · AI 4
Determine sources of Web page or server problems, and take action to correct such problems.
Web Administrators
- want 3.17 · AI 4
Keep records of assigned cases, and prepare required reports.
Eligibility Interviewers, Government Programs
- want 3.17 · AI 3.67
Manage activities related to strategic or tactical purchasing, material requirements planning, controlling inventory, w…
Supply Chain Managers
- want 3.17 · AI 3.5
Prepare and maintain current data on each parcel assessed, including maps of boundaries, inventories of land and struct…
Appraisers and Assessors of Real Estate
- want 3.14 · AI 5
Review and edit transcribed reports or dictated material for spelling, grammar, clarity, consistency, and proper medica…
Medical Transcriptionists
- want 3.14 · AI 5
Translate medical jargon and abbreviations into their expanded forms to ensure the accuracy of patient and health care…
Medical Transcriptionists
- want 3.14 · AI 5
Review time sheets, work charts, wage computation, and other information to detect and reconcile payroll discrepancies.
Payroll and Timekeeping Clerks
- want 3.14 · AI 3.67
Review and update credit and loan files.
Loan Officers
- want 3.14 · AI 3.5
Review catalogs, industry periodicals, directories, trade journals, and Internet sites and consult with other departmen…
Purchasing Agents, Except Wholesale, Retail, and Farm Products
- want 3.13 · AI 5
Write photograph captions.
Photographers
- want 3.13 · AI 5
Produce medical reports, correspondence, records, patient-care information, statistics, medical research, and administr…
Medical Transcriptionists
- want 3.13 · AI 4.5
Review balance sheets, operating income and expense accounts, and loan documentation to confirm institution assets and…
Financial Examiners
- want 3.13 · AI 4.33
Monitor performance of quality control systems to ensure effectiveness and efficiency.
Quality Control Systems Managers
- want 3.13 · AI 4
Analyze price proposals, financial reports, and other data and information to determine reasonable prices.
Purchasing Agents, Except Wholesale, Retail, and Farm Products
- want 3.11 · AI 4.5
Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory,…
Computer Programmers
- want 3.11 · AI 3.67
Address the relationships of quantities, magnitudes, and forms through the use of numbers and symbols.
Mathematicians
- want 3.11 · AI 3.5
Evaluate taxpayer finances to determine tax liability, using knowledge of interest and discount rates, annuities, valua…
Accountants and Auditors
- want 3.11 · AI 3.5
Create, maintain, and enter information into databases.
Secretaries and Administrative Assistants, Except Legal, Medical, and Executive
- want 3.1 · AI 5
Provide current and prospective employees with information about policies, job duties, working conditions, wages, oppor…
Human Resources Managers
- want 3.1 · AI 5
Maintain records and compile statistical reports concerning personnel-related data such as hires, transfers, performanc…
Human Resources Managers
- want 3.1 · AI 5
Create, manage, or automate orders or invoices, using order management or invoicing software.
Online Merchants
- want 3.1 · AI 5
Collect payment for transportation and accommodations from customer.
Travel Agents
- want 3.1 · AI 4.5
Present information to customers about the energy efficiency or environmental impact of scientific or technical product…
Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products
- want 3.1 · AI 4
Prepare insurance claim forms or related documents, and review them for completeness.
Insurance Claims and Policy Processing Clerks
- want 3.1 · AI 4
Analyze employment-related data and prepare required reports.
Human Resources Specialists
- want 3.1 · AI 4
Recommend and implement performance improvements.
Web Developers
- want 3.1 · AI 3.67
Manage tracking and reporting of search-related activities and provide analyses to marketing executives.
Search Marketing Strategists
- want 3.1 · AI 3.5
Develop, administer, and evaluate applicant tests.
Human Resources Managers
- want 3.1 · AI 3.5
Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capa…
Computer Programmers
- want 3 · AI 5
Code documents according to company procedures.
Bookkeeping, Accounting, and Auditing Clerks
- want 3 · AI 5
Track and analyze factors that affect price movement, such as trade policies, weather conditions, political development…
Securities, Commodities, and Financial Services Sales Agents
- want 3 · AI 5
Prepare detailed workflow charts and diagrams that describe input, output, and logical operation, and convert them into…
Computer Programmers
- want 3 · AI 5
Return dictated reports in printed or electronic form for physician's review, signature, and corrections and for inclus…
Medical Transcriptionists
- want 3 · AI 4.67
Compute, withhold, and account for all payroll deductions.
Treasurers and Controllers
- want 3 · AI 4.5
Prepare project status reports by collecting, analyzing, and summarizing information and trends.
Information Technology Project Managers
- want 3 · AI 4.5
Promote products in online communities through weblog or discussion-forum postings, e-mail marketing programs, or onlin…
Online Merchants
- want 3 · AI 4.5
Review reports of securities transactions or price lists to analyze market conditions.
Financial Managers
- want 3 · AI 4.5
Adjust sales scripts to better target the needs and interests of specific individuals.
Telemarketers
- want 3 · AI 4.5
Complete loan applications, including credit analyses and summaries of loan requests, and submit to loan committees for…
Credit Analysts
- want 3 · AI 4.33
Monitor or track sustainability indicators, such as energy usage, natural resource usage, waste generation, and recycli…
Sustainability Specialists
- want 3 · AI 4.33
Calculate, prepare, and issue bills, invoices, account statements, and other financial statements according to establis…
Bookkeeping, Accounting, and Auditing Clerks
- want 3 · AI 4
Classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and…
Bookkeeping, Accounting, and Auditing Clerks
- want 3 · AI 4
Evaluate code to ensure that it is valid, is properly structured, meets industry standards, and is compatible with brow…
Web Developers
- want 3 · AI 4
Analyze the probable outcomes of cases, using knowledge of legal precedents.
Lawyers
- want 3 · AI 4
Set up and manage paper or electronic filing systems, recording information, updating paperwork, or maintaining documen…
Secretaries and Administrative Assistants, Except Legal, Medical, and Executive
- want 3 · AI 4
Examine letters from policyholders or agents, original insurance applications, and other company documents to determine…
Insurance Claims and Policy Processing Clerks
- want 3 · AI 4
Review and evaluate applicant qualifications or eligibility for specified licensing, according to established guideline…
Human Resources Specialists
- want 3 · AI 4
Compare information from application to criteria for policy reinstatement, and approve reinstatement when criteria are…
Insurance Claims and Policy Processing Clerks
- want 3 · AI 4
Obtain computer printout of policy cancellations, or retrieve cancellation cards from file.
Insurance Claims and Policy Processing Clerks
- want 3 · AI 4
Keep accurate records of transactions.
Securities, Commodities, and Financial Services Sales Agents
- want 3 · AI 4
Plan test schedules or strategies in accordance with project scope or delivery dates.
Software Quality Assurance Analysts and Testers
- want 3 · AI 4
Participate in the development or implementation of online marketing strategy.
Search Marketing Strategists
- want 3 · AI 4
Study sales records and inventory levels of current stock to develop strategic purchasing programs that facilitate empl…
Purchasing Agents, Except Wholesale, Retail, and Farm Products
- want 3 · AI 4
Research laws, court decisions, documents, opinions, briefs, or other information related to cases before the court.
Judicial Law Clerks
- want 3 · AI 4
Review advertising trends, consumer surveys, and other data regarding marketing of goods and services to determine the…
Writers and Authors
- want 3 · AI 4
Compile, sort, and verify the accuracy of data before it is entered.
Data Entry Keyers
- want 3 · AI 4
Prepare operational or risk reports for management analysis.
Financial Managers
- want 3 · AI 4
Create novel computational approaches and analytical tools as required by research goals.
Bioinformatics Scientists
- want 3 · AI 4
Schedule appointments for sales representatives to meet with prospective customers or for customers to attend sales pre…
Telemarketers
- want 3 · AI 4
Monitor financial activities and details, such as cash flow and reserve levels, to ensure that all legal and regulatory…
Treasurers and Controllers
- want 3 · AI 4
Question applicants to obtain required information, such as name, address, or age, and record data on prescribed forms.
Court, Municipal, and License Clerks
- want 3 · AI 4
Prepare energy-related project reports or related documentation.
Energy Engineers, Except Wind and Solar
- want 3 · AI 3.67
Read technical manuals, confer with users, or conduct computer diagnostics to investigate and resolve problems or to pr…
Computer User Support Specialists
- want 3 · AI 3.67
Compare liquidity, profitability, and credit histories of establishments being evaluated with those of similar establis…
Credit Analysts
- want 3 · AI 3.5
Review insurance policy to determine coverage.
Insurance Claims and Policy Processing Clerks
- want 3 · AI 3.5
Identify program deviance from standards, and suggest modifications to ensure compliance.
Software Quality Assurance Analysts and Testers
- want 3 · AI 3.5
Review employment applications and job orders to match applicants with job requirements.
Human Resources Specialists
- want 3 · AI 3.5
Manage backup, security and user help systems.
Computer and Information Systems Managers
- want 3 · AI 3.5
Analyze building codes, by-laws, space and site requirements, and other technical documents and reports to determine th…
Architectural and Civil Drafters
- want 3 · AI 3.5
Interpret drilling and testing information for personnel.
Petroleum Engineers
- want 3 · AI 3.5
Analyze applicants' financial status, credit, and property evaluations to determine feasibility of granting loans.
Loan Officers
- want 3 · AI 3.5
Create, layer, and analyze maps showing precision agricultural data, such as crop yields, soil characteristics, input a…
Precision Agriculture Technicians