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 % |
|---|---|
Write advertising copy for use by publication, broadcast, or internet media to promote the sale of goods and services.27-3043 | 0.397024.0 |
Write narrative, dramatic, lyric, or other types of poetry for publication.27-3043 | 0.338220.5 |
Edit or rewrite existing copy as necessary, and submit copy for approval by supervisor.27-3043 | 0.330720.0 |
Write humorous material for publication, or for performances such as comedy routines, gags, and comedy shows.27-3043 | 0.177010.7 |
Develop factors such as themes, plots, characterizations, psychological analyses, historical environments, action, and dialogue, to create material.27-3043 | 0.14929.0 |
Write articles, bulletins, sales letters, speeches, and other related informative, marketing and promotional material.27-3043 | 0.14208.6 |
Choose subject matter and suitable form to express personal feelings and experiences or ideas, or to narrate stories or events.27-3043 | 0.02121.3 |
Write words to fit musical compositions, including lyrics for operas, musical plays, and choral works.27-3043 | 0.01761.1 |
Invent names for products and write the slogans that appear on packaging, brochures and other promotional material.27-3043 | 0.01390.8 |
Adapt text to accommodate musical requirements of composers and singers.27-3043 | 0.01180.7 |
| Not observed on any surface — 8 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. | |
Discuss with the client the product, advertising themes and methods, and any changes that should be made in advertising copy. | —0 |
Consult with sales, media and marketing representatives to obtain information on product or service and discuss style and length of advertising copy. | —0 |
Conduct research and interviews to determine which of a product's selling features should be promoted. | —0 |
Prepare works in appropriate format for publication, and send them to publishers or producers. | —0 |
Follow appropriate procedures to get copyrights for completed work. | —0 |
Write fiction or nonfiction prose such as short stories, novels, biographies, articles, descriptive or critical analyses, and essays. | —0 |
Confer with clients, editors, publishers, or producers to discuss changes or revisions to written material. | —0 |
Conduct research to obtain factual information and authentic detail, using sources such as newspaper accounts, diaries, and interviews. | —0 |
Data sources & licenses — O*NET®, Anthropic Economic Index: see full notices on the Credits page