Survey Researchers

Life, Physical & Social Sciences

AI exposure

  • Data source: BLSPublished: 2026-08

    Very high· relative

    LowFour relative bandsVery high

    Group-level value

    Scale, basis and source

    Four relative bands (Low / Moderate / High / Very high)

    831 detailed occupations in the BLS Employment Projections table. Assigned per National Employment Matrix (NEM) code, so occupations sharing a NEM code carry the same band

    Source dataset (XLSX download)

  • Data source: AnthropicPublished: 2026-03

    0.432

    0.000Range of values carried here0.745
    Scale, basis and source

    Observed exposure index, 0–1 as published

    Mapped onto O*NET tasks

    Source dataset

  • Data source: ILOPublished: 2025

    0.56

    0.09Range of values carried here0.70

    Group-level value

    Scale, basis and source

    Generative AI exposure index, 0–1 as published

    ISCO-08 unit group — every occupation sharing the code gets this value

    Computed by this site, not published by the ILO: of the 1,012 occupations this site links to the ILO dataset, 8% score at or above this value.

    Source dataset

What kind of figure this source publishes

The BLS category is a relative rank, not an absolute level, and it is not a first-hand measurement: it groups an occupation's percentile ranks across several published studies into four bands. It is not an employment or wage forecast, not a probability of adoption, and it does not separate automation from augmentation.

Task-level exposure

Exposed tasks only
TaskClaude.aiRaw / share %APIRaw / share %
Conduct surveys and collect data, using methods such as interviews, questionnaires, focus groups, market analysis surveys, public opinion polls, literature reviews, and file reviews.

19-3022

0.0100100.00.010050.0
Prepare and present summaries and analyses of survey data, including tables, graphs, and fact sheets that describe survey techniques and results.

19-3022

0.00000.0—0
Determine and specify details of survey projects, including sources of information, procedures to be used, and the design of survey instruments and materials.

19-3022

0.00000.0—0
Review, classify, and record survey data in preparation for computer analysis.
—00.010050.0
Monitor and evaluate survey progress and performance, using sample disposition reports and response rate calculations.
—00.00000.0
Not observed on any surface — 11 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states.
Consult with clients to identify survey needs and specific requirements, such as special samples.
—0—0
Analyze data from surveys, old records, or case studies, using statistical software.
—0—0
Conduct research to gather information about survey topics.
—0—0
Collaborate with other researchers in the planning, implementation, and evaluation of surveys.
—0—0
Direct and review the work of staff members, including survey support staff and interviewers who gather survey data.
—0—0
Produce documentation of the questionnaire development process, data collection methods, sampling designs, and decisions related to sample statistical weighting.
—0—0
Support, plan, and coordinate operations for single or multiple surveys.
—0—0
Direct updates and changes in survey implementation and methods.
—0—0
Hire and train recruiters and data collectors.
—0—0
Write training manuals to be used by survey interviewers.
—0—0
Write proposals to win new projects.
—0—0

Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page

Occupation information