Statistical Assistants

Office & Administrative Support

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

    0.510

    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

    0.57

    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, 7% 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 %
Compute and analyze data, using statistical formulas and computers or calculators.

43-9111

0.270061.40.190029.2
Enter data into computers for use in analyses or reports.

43-9111

0.110025.00.270041.5
File data and related information, and maintain and update databases.

43-9111

0.03006.80.04006.2
Compile reports, charts, or graphs that describe and interpret findings of analyses.

43-9111

0.02004.50.110016.9
Check source data to verify completeness and accuracy.

43-9111

0.01002.30.03004.6
Interview people and keep track of their responses.

43-9111

0.00000.00.01001.5
Compile statistics from source materials, such as production or sales records, quality-control or test records, time sheets, or survey sheets.

43-9111

0.00000.00.00000.0
Participate in the publication of data or information.

43-9111

0.00000.00.00000.0
Discuss data presentation requirements with clients.

43-9111

0.00000.00.00000.0
Organize paperwork, such as survey forms or reports, for distribution or analysis.

43-9111

0.00000.0—0
Code data prior to computer entry, using lists of codes.

43-9111

0.00000.0—0
Not observed on any surface — 3 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.
Select statistical tests for analyzing data.
—0—0
Check survey responses for errors, such as the use of pens instead of pencils, and set aside response forms that cannot be used.
—0—0
Send out surveys.
—0—0

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

Occupation information