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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

    0.279

    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

    0.63

    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, 2% 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

Show 10 hidden tasks
TaskClaude.aiRaw / share %APIRaw / share %
Present clear and concise explanations of governing rules and regulations.

43-4021

0.280073.70.070036.8
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.

43-4021

0.040010.50.01005.3
Type acknowledgment letters to persons sending correspondence.

43-4021

0.02005.30.01005.3
Prepare documents and correspondence, such as damage claims, credit and billing inquiries, invoices, and service complaints.

43-4021

0.02005.30.00000.0
Read incoming correspondence to ascertain nature of writers' concerns and to determine disposition of correspondence.

43-4021

0.01002.60.050026.3
Compile data from records to prepare periodic reports.

43-4021

0.01002.60.040021.1
Gather records pertinent to specific problems, review them for completeness and accuracy, and attach records to correspondence as necessary.

43-4021

0.00000.00.01005.3

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

Occupation information