Business Operations Specialists

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

    0.185

    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

    0.42

    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, 33% 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 74 hidden tasks
TaskClaude.aiRaw / share %APIRaw / share %
Prepare or organize online storefront marketing material, including product descriptions or subject lines, optimizing content to search engine criteria.

13-1199

0.210028.40.430051.2
Create or distribute offline promotional material, such as brochures, pamphlets, business cards, stationary, or signage.

13-1199

0.130017.60.03003.6
Compose descriptions of merchandise for posting to online storefront, auction sites, or other shopping Web sites.

13-1199

0.090012.20.130015.5
Develop or revise business plans for online business, emphasizing factors such as product line, pricing, inventory, or marketing strategy.

13-1199

0.080010.80.01001.2
Prepare reports summarizing operational results, financial performance, or accomplishments of specified objectives, goals, or plans.

13-1199

0.06008.10.05006.0
Create or administer training and awareness presentations or materials.

13-1199

0.03004.10.01001.2
Provide system design and integration recommendations.

13-1199

0.03004.10.00000.0
Create or maintain database of customer accounts.

13-1199

0.02002.70.04004.8
Devise, select, or purchase domain name and web address.

13-1199

0.02002.70.00000.0
Perform risk analyses so that appropriate countermeasures can be developed.

13-1199

0.01001.40.06007.1

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

Occupation information