ISCO-08 2120
Mathematicians, actuaries and statisticians
96.5%
ADI · 28th of 433 · 95% interval 92.5–99.4
An AI agent can at least partly carry out 96.5% of the task time of mathematicians, actuaries and statisticians, and finish 5.3% alone. The barrier that holds most of the rest back is access to the systems the work runs on.
ADI · partial or full96.5%
28th of 433 · interval 92.5–99.4
ADI3 · full delegation5.3%
70th of 433 · interval 1.4–10.0
ADIs · share of time61.7%
47th of 433 · interval 59.6–63.9
Evidence125
task statements rated by two models and weighted by importance and frequency. World employment: 1.9 million.
Task weight by level
How the tasks rate
L0No meaningful role · 0.0%L1Augmentation · 3.5%L2Partial delegation · 91.2%L3Full delegation · 5.3%
Barriers
What stops the agent
Share of task weight flagged by each barrier; a task can carry several.
125 task statements, heaviest first
| Task statement (O*NET occupation) | Weight | Level | Sonnet · Haiku | Share | Human time | Barriers |
|---|---|---|---|---|---|---|
| Ascertain premium rates required and cash reserves and liabilities necessary to ensure payment of future benefits.Actuaries | 1.7% | L2 | L2L2 | 65% | 22 h | Accountability, Access to systems |
| Collaborate with programmers, underwriters, accounts, claims experts, and senior management to help companies develop plans for new lines of business or improvements to existing business.Actuaries | 1.6% | L2 | L2L2 | 40% | 5.0 h | Accountability, Trust and care, Access to systems |
| Analyze statistical information to estimate mortality, accident, sickness, disability, and retirement rates.Actuaries | 1.6% | L2 | L2L2 | 72% | 6.0 h | Accountability, Access to systems |
| Design, review, and help administer insurance, annuity and pension plans, determining financial soundness and calculating premiums.Actuaries | 1.5% | L2 | L2L2 | 55% | 22 h | Accountability, Access to systems |
| Address the relationships of quantities, magnitudes, and forms through the use of numbers and symbols.Mathematicians | 1.5% | L2 | L2L2 | 60% | 5.0 h | – |
| Mentor others on mathematical techniques.Mathematicians | 1.5% | L1 | L1L2 | 45% | 1.0 h | Trust and care |
| Perform computations and apply methods of numerical analysis to data.Mathematicians | 1.4% | L3 | L3L3 | 85% | 2.5 h | – |
| Provide advice to clients on a contract basis, working as a consultant.Actuaries | 1.4% | L2 | L2L2 | 52% | 6.0 h | Accountability, Trust and care, Access to systems |
| Maintain knowledge in the field by reading professional journals, talking with other mathematicians, and attending professional conferences.Mathematicians | 1.4% | L2 | L2L2 | 48% | 6.0 h | Physical presence, Trust and care, Access to systems |
| Assemble sets of assumptions, and explore the consequences of each set.Mathematicians | 1.4% | L2 | L2L2 | 65% | 3.0 h | – |
| Determine, or help determine, company policy, and explain complex technical matters to company executives, government officials, shareholders, policyholders, or the public.Actuaries | 1.3% | L2 | L2L2 | 48% | 3.0 h | Accountability, Trust and care, Access to systems |
| Conduct research to extend mathematical knowledge in traditional areas, such as algebra, geometry, probability, and logic.Mathematicians | 1.3% | L2 | L2L2 | 45% | 80 h | – |
| Conduct surveys and collect data, using methods such as interviews, questionnaires, focus groups, market analysis surveys, public opinion polls, literature reviews, and file reviews.Survey Researchers | 1.3% | L2 | L2L2 | 58% | 6.0 h | Trust and care, Access to systems |
| Support, plan, and coordinate operations for single or multiple surveys.Survey Researchers | 1.3% | L2 | L2L2 | 55% | 8.0 h | Trust and care, Access to systems |
| Develop new principles and new relationships between existing mathematical principles to advance mathematical science.Mathematicians | 1.2% | L2 | L2L2 | 40% | 60 h | – |
Show the other 110 tasks
| Task statement (O*NET occupation) | Weight | Level | Sonnet · Haiku | Share | Human time | Barriers |
|---|---|---|---|---|---|---|
| Collaborate with other researchers in the planning, implementation, and evaluation of surveys.Survey Researchers | 1.2% | L2 | L2L2 | 55% | 4.0 h | Trust and care, Access to systems |
| Process clinical data, including receipt, entry, verification, or filing of information.Clinical Data Managers | 1.1% | L2 | L2L2 | 70% | 1.5 h | Accountability, Access to systems |
| Develop mathematical or statistical models of phenomena to be used for analysis or for computational simulation.Mathematicians | 1.1% | L2 | L2L2 | 65% | 6.0 h | – |
| Monitor and evaluate survey progress and performance, using sample disposition reports and response rate calculations.Survey Researchers | 1.1% | L2 | L2L2 | 70% | 1.8 h | Access to systems |
| Analyze and interpret statistical data to identify significant differences in relationships among sources of information.Statisticians | 1.1% | L2 | L2L3 | 75% | 3.0 h | – |
| Generate data queries, based on validation checks or errors and omissions identified during data entry, to resolve identified problems.Clinical Data Managers | 1.1% | L2 | L2L2 | 72% | 19 min | Access to systems |
| Direct and review the work of staff members, including survey support staff and interviewers who gather survey data.Survey Researchers | 1.1% | L2 | L2L2 | 40% | 1.5 h | Trust and care, Access to systems |
| Apply mathematical theories and techniques to the solution of practical problems in business, engineering, the sciences, or other fields.Mathematicians | 1.1% | L2 | L2L2 | 65% | 6.0 h | Access to systems |
| Observe the current system in operation, and gather and analyze information about each of the component problems, using a variety of sources.Operations Research Analysts | 1.1% | L2 | L2L2 | 58% | 6.0 h | Physical presence, Access to systems |
| Collaborate with others in the organization to ensure successful implementation of chosen problem solutions.Operations Research Analysts | 1.1% | L2 | L2L2 | 38% | 3.0 h | Trust and care, Access to systems |
| Construct probability tables for events such as fires, natural disasters, and unemployment, based on analysis of statistical data and other pertinent information.Actuaries | 1.0% | L2 | L2L2 | 68% | 6.0 h | Accountability, Access to systems |
| Report results of statistical analyses, including information in the form of graphs, charts, and tables.Statisticians | 1.0% | L3 | L3L3 | 80% | 2.5 h | – |
| Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.Statisticians | 1.0% | L2 | L2L3 | 78% | 3.5 h | – |
| Define data requirements, and gather and validate information, applying judgment and statistical tests.Operations Research Analysts | 1.0% | L2 | L2L2 | 65% | 4.0 h | Access to systems |
| Perform validation and testing of models to ensure adequacy, and reformulate models, as necessary.Operations Research Analysts | 1.0% | L2 | L2L2 | 62% | 6.0 h | Access to systems |
| Identify relationships and trends in data, as well as any factors that could affect the results of research.Statisticians | 1.0% | L2 | L2L2 | 70% | 3.0 h | – |
| Evaluate the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy.Statisticians | 1.0% | L2 | L2L2 | 65% | 4.0 h | Access to systems |
| Prepare and present summaries and analyses of survey data, including tables, graphs, and fact sheets that describe survey techniques and results.Survey Researchers | 1.0% | L2 | L2L3 | 78% | 3.5 h | – |
| Monitor work productivity or quality to ensure compliance with standard operating procedures.Clinical Data Managers | 0.9% | L2 | L2L2 | 62% | 2.0 h | Accountability, Access to systems |
| Consult with clients to identify survey needs and specific requirements, such as special samples.Survey Researchers | 0.9% | L2 | L2L2 | 50% | 1.8 h | Trust and care |
| Determine and specify details of survey projects, including sources of information, procedures to be used, and the design of survey instruments and materials.Survey Researchers | 0.9% | L2 | L2L2 | 62% | 8.0 h | – |
| Disseminate research by writing reports, publishing papers, or presenting at professional conferences.Mathematicians | 0.9% | L2 | L2L2 | 60% | 15 h | Accountability, Trust and care |
| Formulate mathematical or simulation models of problems, relating constants and variables, restrictions, alternatives, conflicting objectives, and their numerical parameters.Operations Research Analysts | 0.9% | L2 | L2L2 | 68% | 5.0 h | Access to systems |
| Present the results of mathematical modeling and data analysis to management or other end users.Operations Research Analysts | 0.9% | L2 | L2L2 | 60% | 3.0 h | Trust and care |
| Determine whether statistical methods are appropriate, based on user needs or research questions of interest.Statisticians | 0.9% | L2 | L2L2 | 62% | 1.5 h | Access to systems |
| Prepare management reports defining and evaluating problems and recommending solutions.Operations Research Analysts | 0.9% | L2 | L2L2 | 70% | 8.0 h | Access to systems |
| Analyze information obtained from management to conceptualize and define operational problems.Operations Research Analysts | 0.9% | L2 | L2L2 | 58% | 3.5 h | Trust and care, Access to systems |
| Specify manipulative or computational methods to be applied to models.Operations Research Analysts | 0.9% | L2 | L2L2 | 70% | 2.0 h | – |
| Conduct research to gather information about survey topics.Survey Researchers | 0.9% | L2 | L3L2 | 78% | 4.0 h | Access to systems |
| Adapt statistical methods to solve specific problems in many fields, such as economics, biology, and engineering.Statisticians | 0.9% | L2 | L2L2 | 62% | 4.0 h | Access to systems |
| Develop computational methods for solving problems that occur in areas of science and engineering or that come from applications in business or industry.Mathematicians | 0.9% | L2 | L2L2 | 60% | 24 h | Access to systems |
| Direct updates and changes in survey implementation and methods.Survey Researchers | 0.9% | L2 | L2L2 | 48% | 3.0 h | Accountability, Access to systems |
| Design and validate clinical databases, including designing or testing logic checks.Clinical Data Managers | 0.8% | L2 | L2L2 | 62% | 8.0 h | Accountability, Access to systems |
| Collaborate with senior managers and decision makers to identify and solve a variety of problems and to clarify management objectives.Operations Research Analysts | 0.8% | L1 | L1L1 | 25% | 3.0 h | Trust and care, Access to systems |
| Process large amounts of data for statistical modeling and graphic analysis, using computers.Statisticians | 0.8% | L2 | L2L3 | 75% | 4.0 h | – |
| Study and analyze information about alternative courses of action to determine which plan will offer the best outcomes.Operations Research Analysts | 0.8% | L2 | L2L2 | 68% | 6.0 h | Access to systems |
| Write program code to analyze data with statistical analysis software.Biostatisticians | 0.8% | L2 | L3L2 | 78% | 2.5 h | – |
| Analyze data from surveys, old records, or case studies, using statistical software.Survey Researchers | 0.8% | L2 | L2L3 | 78% | 4.0 h | – |
| Supervise the work of data management project staff.Clinical Data Managers | 0.8% | L2 | L2L2 | 40% | 2.5 h | Accountability, Trust and care, Access to systems |
| Develop and test experimental designs, sampling techniques, and analytical methods.Statisticians | 0.8% | L2 | L2L2 | 62% | 6.0 h | – |
| Present statistical and nonstatistical results, using charts, bullets, and graphs, in meetings or conferences to audiences such as clients, peers, and students.Statisticians | 0.8% | L2 | L2L2 | 48% | 1.5 h | Physical presence, Trust and care |
| Prepare data analysis listings and activity, performance, or progress reports.Clinical Data Managers | 0.8% | L2 | L2L2 | 72% | 4.0 h | Accountability, Access to systems |
| Provide biostatistical consultation to clients or colleagues.Biostatisticians | 0.8% | L2 | L2L2 | 60% | 1.3 h | Trust and care, Access to systems |
| Evaluate sources of information to determine any limitations, in terms of reliability or usability.Statisticians | 0.8% | L2 | L2L3 | 72% | 2.3 h | Access to systems |
| Analyze clinical or survey data, using statistical approaches such as longitudinal analysis, mixed-effect modeling, logistic regression analyses, and model-building techniques.Biostatisticians | 0.8% | L2 | L2L2 | 68% | 6.0 h | Accountability, Access to systems |
| Prepare tables and graphs to present clinical data or results.Biostatisticians | 0.8% | L2 | L2L2 | 72% | 3.0 h | Accountability, Access to systems |
| Review, classify, and record survey data in preparation for computer analysis.Survey Researchers | 0.8% | L3 | L3L3 | 85% | 2.8 h | – |
| Track the flow of work forms, including in-house data flow or electronic forms transfer.Clinical Data Managers | 0.8% | L2 | L2L2 | 68% | 1.1 h | Access to systems |
| Draw conclusions or make predictions, based on data summaries or statistical analyses.Biostatisticians | 0.8% | L2 | L2L2 | 65% | 1.5 h | Accountability |
| Provide expertise to help financial institutions manage risks and maximize returns associated with investment products or credit offerings.Actuaries | 0.7% | L2 | L2L2 | 58% | 6.0 h | Accountability, Trust and care, Access to systems |
| Produce documentation of the questionnaire development process, data collection methods, sampling designs, and decisions related to sample statistical weighting.Survey Researchers | 0.7% | L2 | L2L2 | 70% | 6.0 h | Access to systems |
| Develop or implement data analysis algorithms.Biostatisticians | 0.7% | L2 | L2L2 | 65% | 6.0 h | – |
| Design research projects that apply valid scientific techniques, and use information obtained from baselines or historical data to structure uncompromised and efficient analyses.Statisticians | 0.7% | L2 | L2L2 | 65% | 6.0 h | Accountability, Access to systems |
| Prepare appropriate formatting to data sets as requested.Clinical Data Managers | 0.7% | L3 | L3L3 | 80% | 1.5 h | Access to systems |
| Develop software applications or programming for statistical modeling and graphic analysis.Statisticians | 0.7% | L3 | L3L3 | 82% | 6.0 h | – |
| Analyze clinical data using appropriate statistical tools.Clinical Data Managers | 0.7% | L2 | L2L2 | 70% | 4.0 h | Accountability, Access to systems |
| Develop and apply time and cost networks to plan, control, and review large projects.Operations Research Analysts | 0.7% | L2 | L2L2 | 65% | 6.0 h | Access to systems |
| Determine project plans, timelines, or technical objectives for statistical aspects of biological research studies.Biostatisticians | 0.7% | L2 | L2L2 | 60% | 4.0 h | Access to systems |
| Prepare statistical data for inclusion in reports to data monitoring committees, federal regulatory agencies, managers, or clients.Biostatisticians | 0.7% | L2 | L2L2 | 65% | 3.0 h | Accountability, Access to systems |
| Design, conduct, and evaluate experimental operational models in cases where models cannot be developed from existing data.Operations Research Analysts | 0.7% | L2 | L2L2 | 58% | 24 h | Access to systems |
| Read current literature, attend meetings or conferences, and talk with colleagues to keep abreast of methodological or conceptual developments in fields such as biostatistics, pharmacology, life sciences, and social sciences.Biostatisticians | 0.7% | L2 | L2L2 | 55% | 3.0 h | Trust and care, Access to systems |
| Develop project-specific data management plans that address areas such as coding, reporting, or transfer of data, database locks, and work flow processes.Clinical Data Managers | 0.7% | L2 | L2L2 | 70% | 8.0 h | Accountability |
| Evaluate processes and technologies, and suggest revisions to increase productivity and efficiency.Clinical Data Managers | 0.7% | L2 | L2L2 | 60% | 6.0 h | Access to systems |
| Assign work to biostatistical assistants or programmers.Biostatisticians | 0.7% | L2 | L2L2 | 58% | 45 min | Trust and care, Access to systems |
| Review research literature.Operations Research Analysts | 0.7% | L3 | L3L3 | 85% | 3.3 h | Access to systems |
| Determine policy contract provisions for each type of insurance.Actuaries | 0.6% | L2 | L2L2 | 60% | 8.0 h | Accountability, Access to systems |
| Break systems into their components, assign numerical values to each component, and examine the mathematical relationships between them.Operations Research Analysts | 0.6% | L2 | L2L2 | 70% | 3.0 h | Access to systems |
| Educate staff in the use of mathematical models.Operations Research Analysts | 0.6% | L2 | L2L2 | 58% | 3.5 h | Trust and care |
| Write proposals to win new projects.Survey Researchers | 0.6% | L2 | L2L2 | 68% | 10 h | Trust and care, Access to systems |
| Design forms for receiving, processing, or tracking data.Clinical Data Managers | 0.6% | L2 | L2L2 | 65% | 3.5 h | Accountability, Access to systems |
| Review clinical or other medical research protocols and recommend appropriate statistical analyses.Biostatisticians | 0.6% | L2 | L2L2 | 65% | 3.3 h | Accountability |
| Develop business methods and procedures, including accounting systems, file systems, office systems, logistics systems, and production schedules.Operations Research Analysts | 0.6% | L2 | L2L2 | 58% | 6.0 h | Trust and care, Access to systems |
| Negotiate terms and conditions of reinsurance with other companies.Actuaries | 0.6% | L1 | L1L2 | 35% | 6.0 h | Accountability, Trust and care, Access to systems |
| Write detailed analysis plans and descriptions of analyses and findings for research protocols or reports.Biostatisticians | 0.6% | L2 | L2L2 | 65% | 7.0 h | Accountability, Access to systems |
| Confer with end users to define or implement clinical system requirements such as data release formats, delivery schedules, and testing protocols.Clinical Data Managers | 0.6% | L2 | L2L2 | 50% | 3.0 h | Accountability, Trust and care, Access to systems |
| Develop technical specifications for data management programming and communicate needs to information technology staff.Clinical Data Managers | 0.6% | L2 | L2L2 | 65% | 3.5 h | Accountability, Access to systems |
| Design, analyze, and decipher encryption systems designed to transmit military, political, financial, or law-enforcement-related information in code.Mathematicians · supplemental task | 0.6% | L2 | L2L2 | 50% | 8.0 h | Accountability, Access to systems |
| Prepare articles for publication or presentation at professional conferences.Biostatisticians | 0.6% | L2 | L2L2 | 62% | 24 h | Accountability |
| Plan or direct research studies related to life sciences.Biostatisticians | 0.6% | L2 | L2L2 | 52% | 8.0 h | Accountability, Trust and care, Access to systems |
| Contribute to the compilation, organization, and production of protocols, clinical study reports, regulatory submissions, or other controlled documentation.Clinical Data Managers | 0.6% | L2 | L2L2 | 58% | 3.0 h | Accountability, Access to systems |
| Perform quality control audits to ensure accuracy, completeness, or proper usage of clinical systems and data.Clinical Data Managers | 0.6% | L2 | L2L2 | 62% | 3.0 h | Accountability, Access to systems |
| Calculate sample size requirements for clinical studies.Biostatisticians | 0.6% | L2 | L2L3 | 78% | 3.0 h | Accountability |
| Apply sampling techniques, or use complete enumeration bases to determine and define groups to be surveyed.Statisticians | 0.5% | L2 | L2L2 | 70% | 3.0 h | Access to systems |
| Monitor clinical trials or experiments to ensure adherence to established procedures or to verify the quality of data collected.Biostatisticians | 0.5% | L2 | L2L2 | 65% | 3.5 h | Accountability, Access to systems |
| Determine equitable basis for distributing surplus earnings under participating insurance and annuity contracts in mutual companies.Actuaries | 0.5% | L2 | L2L2 | 58% | 24 h | Accountability, Access to systems |
| Design research studies in collaboration with physicians, life scientists, or other professionals.Biostatisticians | 0.5% | L2 | L2L2 | 55% | 9.0 h | Accountability, Trust and care |
| Plan data collection methods for specific projects, and determine the types and sizes of sample groups to be used.Statisticians | 0.5% | L2 | L2L2 | 60% | 4.0 h | Access to systems |
| Manage credit and help price corporate security offerings.Actuaries · supplemental task | 0.5% | L2 | L2L2 | 58% | 6.0 h | Accountability, Access to systems |
| Provide support and information to functional areas such as marketing, clinical monitoring, and medical affairs.Clinical Data Managers · supplemental task | 0.5% | L2 | L2L2 | 60% | 1.3 h | Accountability, Access to systems |
| Report results of statistical analyses in peer-reviewed papers and technical manuals.Statisticians | 0.5% | L2 | L2L2 | 70% | 3.0 h | Accountability |
| Read technical literature and participate in continuing education or professional associations to maintain awareness of current database technology and best practices.Clinical Data Managers | 0.5% | L2 | L2L2 | 60% | 2.0 h | Access to systems |
| Write work instruction manuals, data capture guidelines, or standard operating procedures.Clinical Data Managers | 0.5% | L2 | L2L2 | 75% | 4.0 h | Accountability, Access to systems |
| Explain changes in contract provisions to customers.Actuaries · supplemental task | 0.4% | L2 | L2L2 | 65% | 52 min | Accountability, Trust and care |
| Apply research or simulation results to extend biological theory or recommend new research projects.Biostatisticians | 0.4% | L2 | L2L2 | 55% | 3.0 h | – |
| Train staff on technical procedures or software program usage.Clinical Data Managers | 0.4% | L2 | L2L2 | 58% | 3.0 h | Accountability, Trust and care, Access to systems |
| Supervise and provide instructions for workers collecting and tabulating data.Statisticians | 0.4% | L2 | L2L2 | 55% | 1.5 h | Trust and care, Access to systems |
| Examine theories, such as those of probability and inference, to discover mathematical bases for new or improved methods of obtaining and evaluating numerical data.Statisticians | 0.4% | L2 | L2L2 | 55% | 22 h | – |
| Collect data through surveys or experimentation.Biostatisticians | 0.4% | L2 | L2L2 | 50% | 6.5 h | Physical presence, Accountability, Trust and care, Access to systems |
| Design or maintain databases of biological data.Biostatisticians | 0.4% | L2 | L2L2 | 68% | 6.0 h | Access to systems |
| Hire and train recruiters and data collectors.Survey Researchers | 0.4% | L2 | L2L2 | 52% | 9.0 h | Accountability, Trust and care, Access to systems |
| Develop or use mathematical models to track changes in biological phenomena, such as the spread of infectious diseases.Biostatisticians | 0.4% | L2 | L2L2 | 65% | 6.0 h | Access to systems |
| Prepare and structure data warehouses for storing data.Statisticians · supplemental task | 0.4% | L2 | L2L2 | 62% | 6.0 h | Access to systems |
| Write training manuals to be used by survey interviewers.Survey Researchers | 0.4% | L2 | L3L2 | 78% | 8.0 h | – |
| Develop or select specific software programs for various research scenarios.Clinical Data Managers · supplemental task | 0.4% | L2 | L2L2 | 60% | 4.0 h | Accountability, Access to systems |
| Teach graduate or continuing education courses or seminars in biostatistics.Biostatisticians | 0.4% | L2 | L2L2 | 55% | 5.8 h | Accountability, Trust and care |
| Write research proposals or grant applications for submission to external bodies.Biostatisticians | 0.4% | L2 | L2L2 | 62% | 19 h | Accountability, Access to systems |
| Testify before public agencies on proposed legislation affecting businesses.Actuaries | 0.3% | L1 | L1L2 | 38% | 7.0 h | Accountability, Trust and care |
| Analyze archival data, such as birth, death, and disease records.Biostatisticians | 0.3% | L2 | L2L2 | 70% | 6.0 h | Access to systems |
| Design surveys to assess health issues.Biostatisticians | 0.3% | L2 | L2L2 | 68% | 8.0 h | Accountability |
| Testify in court as expert witness or to provide legal evidence on matters such as the value of potential lifetime earnings of a person disabled or killed in an accident.Actuaries · supplemental task | 0.3% | L1 | L1L2 | 42% | 7.5 h | Accountability, Trust and care |
Level: consensus of the two models (the lower level when they disagree). Share: part of the task’s working time an agent could take over. Human time: minutes a competent person needs for one instance, as estimated by the models.
Against other measures
Exposure is not delegation
| Measure | Value | Percentile |
|---|---|---|
| ADI (this index) | 96.5% | 94 |
| Eloundou et al. (2024), GPT exposure β | 0.678 | 93 |
| Felten et al. (2021), AI occupational exposure | 1.423 | 99 |
| Webb (2020), AI patent exposure | 88.429 | 88 |
| Eisfeldt et al. (2026), generative AI exposure | 0.639 | 96 |
| Anthropic Economic Index, observed use | 0.317 | 93 |
Earlier indices measure whether AI can touch a task; ADI measures how much of it an agent can carry out from a goal. – : the source does not cover this occupation.
Same sub-major group (21)
Neighbouring occupations
| Occupation | ADI | % |
|---|---|---|
| Graphic and multimedia designers 2166 | 96.8 | |
| Meteorologists 2112 | 94.4 | |
| Electrical engineers 2151 | 91.8 | |
| Building architects 2161 | 91.1 | |
| Telecommunications engineers 2153 | 90.1 | |
| Engineering professionals not elsewhere classified 2149 | 89.4 | |
| Chemical engineers 2145 | 88.9 | |
| Environmental engineers 2143 | 88.6 | |
| Industrial and production engineers 2141 | 87.6 | |
| Electronics engineers 2152 | 85.5 | |
| Mechanical engineers 2144 | 84.9 | |
| Cartographers and surveyors 2165 | 83.7 |
Dashed line: mathematicians, actuaries and statisticians (96.5%).
Cite this record
Text
Espinal Maya, Cristian, and Santiago Jiménez Londoño. 2026. ADI v2026.1: Agent Delegability Index data, code and MCP server. Zenodo. https://doi.org/10.5281/zenodo.23552918. Record: Mathematicians, actuaries and statisticians (ISCO-08 2120), https://balamlabs.org/adi/occupations/2120
BibTeX
@misc{espinal2026adidata,
title = {{ADI} v2026.1: Agent Delegability Index data, code and {MCP} server},
author = {Espinal Maya, Cristian and Jim{\'e}nez Londo{\~n}o, Santiago},
year = {2026},
publisher = {Zenodo},
version = {v2026.1},
doi = {10.5281/zenodo.23552918},
url = {https://doi.org/10.5281/zenodo.23552918},
note = {Record: Mathematicians, actuaries and statisticians (ISCO-08 2120)}
}Machine-readable
The same record as static JSON, with its citation: /adi/v2026.1/isco/2120.json.