Grants Management Specialists

Business & Financial Operations

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

    0.220

    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 46 hidden tasks
TaskClaude.aiRaw / share %APIRaw / share %
Research or develop analytical tools to address issues such as portfolio construction or optimization, performance measurement, attribution, profit and loss measurement, or pricing models.

13-2099

0.088521.20.049617.6
Structure or negotiate deals, such as corporate mergers, sales, or acquisitions.

13-2099

0.050612.10.00832.9
Coordinate due diligence processes and the negotiation or execution of purchase or sale agreements.

13-2099

0.043310.40.02318.2
Prepare all materials for transactions or execution of deals.

13-2099

0.02586.20.01184.2
Employ financial models to develop solutions to financial problems or to assess the financial or capital impact of transactions.

13-2099

0.01664.00.00752.7
Create client presentations of plan details.

13-2099

0.01664.00.00220.8
Develop or implement risk-assessment models or methodologies.

13-2099

0.01633.90.01394.9
Interpret results of financial analysis procedures.

13-2099

0.01633.90.01264.5
Produce written summary reports of financial research results.

13-2099

0.01253.00.01786.3
Provide application or analytical support to researchers or traders on issues such as valuations or data.

13-2099

0.01162.80.00903.2

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

Occupation information