Robotics Engineers

Computer & Mathematical

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

    0.066

    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

    0.30

    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, 67% 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 190 hidden tasks
TaskClaude.aiRaw / share %APIRaw / share %
Analyze system performance or operational requirements.

17-2199

0.068613.30.182249.6
Prepare technical reports, data summary documents, or research articles for scientific publication, regulatory submissions, or patent applications.

17-2199

0.04639.00.02757.5
Provide technical support for robotic systems.

17-2199

0.03306.40.01303.5
Write reports or research proposals.

17-2199

0.03306.40.00992.7
Analyze, interpret, or create graphical representations of energy data, using engineering software.

17-2199

0.03236.30.02045.5
Prepare project reports and other program or technical documentation.

17-2199

0.03065.90.00882.4
Prepare reports, deliver presentations, or participate in program review activities to communicate engineering results or recommendations.

17-2199

0.02304.50.00591.6
Design software to control robotic systems for applications, such as military defense or manufacturing.

17-2199

0.02013.90.01173.2
Promote awareness or use of alternative or renewable energy sources.

17-2199

0.01873.60.00581.6
Provide scientific or technical guidance or expertise to scientists, engineers, technologists, technicians, or others, using knowledge of chemical, analytical, or biological processes as applied to micro and nanoscale systems.

17-2199

0.01623.10.00240.7

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

Occupation information