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 34 hidden tasks
TaskClaude.aiRaw / share %
Use computer skills and software to manage Web sites or databases, publish newsletters, or provide webinars.

11-9039

0.220159.5
Provide individual support or counseling in general wellness or nutrition.

11-9039

0.084222.8
Analyze data to assess distance learning program status or to inform decisions for distance learning programs.

11-9039

0.037610.2
Evaluate the effectiveness of distance learning programs in promoting knowledge or skill acquisition.

11-9039

0.00792.1
Communicate to faculty, students, or other users availability of, or changes to, distance learning courses or materials, programs, services, or applications.

11-9039

0.00601.6
Write and submit grant applications or proposals to secure funding for distance learning programs.

11-9039

0.00320.9
Develop or coordinate fitness and wellness programs or services.

11-9039

0.00220.6
Demonstrate proper operation of fitness equipment, such as resistance machines, cardio machines, free weights, or fitness assessment devices.

11-9039

0.00210.6
Interpret insurance data or Health Reimbursement Account (HRA) data to develop programs that address specific needs of target populations.

11-9039

0.00200.5
Respond to customer, public, or media requests for information about wellness programs or services.

11-9039

0.00180.5

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

Occupation information