Education Program Directors

Management

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: ILOPublished: 2025

    0.36

    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, 60% 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 38 hidden tasks
TaskClaude.aiRaw / share %APIRaw / share %
Provide individual support or counseling in general wellness or nutrition.

11-9039

0.147576.50.010010.7
Use computer skills and software to manage Web sites or databases, publish newsletters, or provide webinars.

11-9039

0.042822.20.068773.8
Communicate to faculty, students, or other users availability of, or changes to, distance learning courses or materials, programs, services, or applications.

11-9039

0.00261.30.00181.9
Evaluate the effectiveness of distance learning programs in promoting knowledge or skill acquisition.
—00.00323.4
Analyze data to assess distance learning program status or to inform decisions for distance learning programs.
—00.00252.7
Conduct needs assessments or surveys to determine interest in, or satisfaction with, wellness and fitness programs, events, or services.
—00.00242.6
Provide technical or logistical support to users of distance learning classrooms, equipment, web sites, or services.
—00.00232.5
Respond to customer, public, or media requests for information about wellness programs or services.
—00.00222.4

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

Occupation information