Fleet Managers

Transportation & Material Moving

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

    0.096

    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

    0.38

    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, 48% 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 54 hidden tasks
TaskClaude.aiRaw / share %APIRaw / share %
Analyze expenditures and other financial information to develop plans, policies, or budgets for increasing profits or improving services.

11-3071

0.090069.20.020018.2
Plan or implement improvements to internal or external systems or processes.

11-3071

0.040030.80.030027.3
Analyze inventories to determine how to increase inventory turns, reduce waste, or optimize customer service.

11-3071

0.00000.00.020018.2
Analyze information about supplier performance or procurement program success.

11-3071

0.00000.00.020018.2
Analyze all aspects of corporate logistics to determine the most cost-effective or efficient means of transporting products or supplies.

11-3071

0.00000.00.01009.1
Review invoices, work orders, consumption reports, or demand forecasts to estimate peak performance periods and to issue work assignments.
—00.01009.1

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

Occupation information