Grant Writers
Business & Financial OperationsAI exposure
- Data source: BLSPublished: 2026-08
Very high· relative
LowFour relative bandsVery highGroup-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
- Data source: AnthropicPublished: 2026-03
0.246
0.000Range of values carried here0.745Scale, basis and source
- Data source: ILOPublished: 2025
0.55
0.09Range of values carried here0.70Group-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, 12% score at or above this value.
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
Exposed tasks only| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Develop factors such as themes, plots, characterizations, psychological analyses, historical environments, action, and dialogue, to create material.27-3043 | 0.784334.7 | 0.355948.6 |
Write advertising copy for use by publication, broadcast, or internet media to promote the sale of goods and services.27-3043 | 0.601526.6 | 0.252434.5 |
Edit or rewrite existing copy as necessary, and submit copy for approval by supervisor.27-3043 | 0.523223.2 | 0.03424.7 |
Write narrative, dramatic, lyric, or other types of poetry for publication.27-3043 | 0.09464.2 | 0.02002.7 |
Write humorous material for publication, or for performances such as comedy routines, gags, and comedy shows.27-3043 | 0.08183.6 | 0.02273.1 |
Write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.27-3043 | 0.07863.5 | 0.02042.8 |
Adapt text to accommodate musical requirements of composers and singers.27-3043 | 0.01860.8 | 0.00340.5 |
Invent names for products and write the slogans that appear on packaging, brochures and other promotional material.27-3043 | 0.01610.7 | 0.00230.3 |
Write words to fit musical compositions, including lyrics for operas, musical plays, and choral works.27-3043 | 0.01240.5 | 0.00210.3 |
Plan project arrangements or outlines, and organize material accordingly.27-3043 | 0.00790.3 | 0.00170.2 |
| Not observed on any surface — 7 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | ||
Present drafts and ideas to clients. | —0 | —0 |
Prepare works in appropriate format for publication, and send them to publishers or producers. | —0 | —0 |
Follow appropriate procedures to get copyrights for completed work. | —0 | —0 |
Write fiction or nonfiction prose such as short stories, novels, biographies, articles, descriptive or critical analyses, and essays. | —0 | —0 |
Confer with clients, editors, publishers, or producers to discuss changes or revisions to written material. | —0 | —0 |
Attend book launches and publicity events, or conduct public readings. | —0 | —0 |
Collaborate with other writers on specific projects. | —0 | —0 |
Data sources & licenses — O*NET®, Anthropic Economic Index: see full notices on the Credits page