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AI exposure

  • Data source: BLSPublished: 2026-08

    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

    0.069

    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

    0.42

    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, 33% 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 143 hidden tasks
TaskClaude.aiRaw / share %APIRaw / share %
Present investment information, such as product risks, fees, or fund performance statistics.

11-9199

0.279236.70.06324.9
Identify, investigate, or resolve security breaches.

11-9199

0.134017.60.537241.5
Monitor financial or operational performance of individual investments to ensure portfolios meet risk goals.

11-9199

0.04525.90.09187.1
Evaluate the potential of new product developments or market opportunities, according to factors such as business plans, technologies, or market potential.

11-9199

0.03624.80.00340.3
Develop or manage integrated security controls to ensure confidentiality, accountability, recoverability, or audit ability of sensitive information, proprietary information, or information technology resources.

11-9199

0.02553.40.03352.6
Perform or evaluate research, such as detailed company or industry analyses, to inform financial forecasting, decision making, or valuation.

11-9199

0.02072.70.02201.7
Analyze and evaluate security operations to identify risks or opportunities for improvement through auditing, review, or assessment.

11-9199

0.02052.70.182014.1
Assess risks to mitigate potential consequences of incidents and develop a plan to respond to incidents.

11-9199

0.01822.40.02982.3
Develop or implement fund investment policies or strategies.

11-9199

0.01782.30.00760.6
Select specific investments or investment mixes for purchase by an investment fund.

11-9199

0.01772.30.04143.2

Data sources & licenses — O*NET®, Anthropic Economic Index: see full notices on the Credits page

Occupation information