Commodities Traders

Business & Financial Operations

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

    0.441

    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 18 hidden tasks
TaskClaude.aiRaw / share %APIRaw / share %
Explain stock market terms or trading practices to clients.

41-3031

0.061516.00.00440.6
Offer advice on the purchase or sale of particular securities.

41-3031

0.057414.90.03474.4
Analyze target companies or investment opportunities to inform investment decisions.

41-3031

0.052313.60.07069.0
Inform other traders, managers, or customers of market conditions, including volume, price, competition, or dynamics.

41-3031

0.02275.90.02022.6
Prepare financial reports to monitor client or corporate finances.

41-3031

0.01915.00.01181.5
Contact prospective customers to present information and explain available services.

41-3031

0.01834.80.280735.8
Devise trading, option, or hedge strategies.

41-3031

0.01664.30.01862.4
Analyze market conditions to determine optimum times to execute securities transactions.

41-3031

0.01614.20.099512.7
Prepare forms or agreements to complete sales.

41-3031

0.01554.00.00190.2
Supply the latest price quotes on any security, as well as information on the activities or financial positions of the corporations issuing these securities.

41-3031

0.01433.70.00871.1

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

Occupation information