Supply Chain Directors

Management

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 78 hidden tasks
TaskClaude.aiRaw / share %APIRaw / share %
Prepare or direct preparation of correspondence, reports, and operations, maintenance, and safety manuals.

11-3071

0.023144.20.00481.7
Analyze expenditures and other financial information to develop plans, policies, or budgets for increasing profits or improving services.

11-3071

0.010720.40.00471.7
Analyze all aspects of corporate logistics to determine the most cost-effective or efficient means of transporting products or supplies.

11-3071

0.005911.30.01314.8
Recommend purchase of new or improved technology, such as automated systems.

11-3071

0.00417.9—0
Respond to customers' or shippers' questions and complaints regarding storage and distribution services.

11-3071

0.00254.80.00501.8
Monitor operations to ensure that staff members comply with administrative policies and procedures, safety rules, union contracts, environmental policies, or government regulations.

11-3071

0.00244.60.234185.8
Plan or implement improvements to internal or external logistics systems or processes.

11-3071

0.00203.8—0
Recommend optimal transportation modes, routing, equipment, or frequency.

11-3071

0.00163.0—0
Resolve problems concerning transportation, logistics systems, imports or exports, or customer issues.
—00.00943.5
Issue shipping instructions and provide routing information to ensure that delivery times and locations are coordinated.
—00.00170.6

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

Occupation information