Word Processors and Typists
Office & Administrative SupportAI 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
0.238
0.000Range of values carried here0.745Scale, basis and source
- Data source: ILOPublished: 2025
0.65
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, 0% 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 % |
|---|---|
Reformat documents, moving paragraphs or columns.43-9022 | 0.247259.7 |
Check completed work for spelling, grammar, punctuation, and format.43-9022 | 0.083120.1 |
Type correspondence, reports, text and other written material from rough drafts, corrected copies, voice recordings, dictation or previous versions, using a computer, word processor, or typewriter.43-9022 | 0.02185.3 |
Electronically sort and compile text and numerical data, retrieving, updating, and merging documents as required.43-9022 | 0.02085.0 |
File and store completed documents on computer hard drive or disk, or maintain a computer filing system to store, retrieve, update and delete documents.43-9022 | 0.01814.4 |
Search for specific sets of stored, typed characters to make changes.43-9022 | 0.01433.5 |
Compute and verify totals on report forms, requisitions, or bills, using adding machine or calculator.43-9022 | 0.00591.4 |
Use data entry devices, such as optical scanners, to input data into computers for revision or editing.43-9022 | 0.00250.6 |
| Not observed on any surface — 11 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. | |
Perform other clerical duties such as answering telephone, sorting and distributing mail, running errands or sending faxes. | —0 |
Gather, register, and arrange the material to be typed, following instructions. | —0 |
Print and make copies of work. | —0 |
Keep records of work performed. | —0 |
Collate pages of reports and other documents prepared. | —0 |
Adjust settings for format, page layout, line spacing, and other style requirements. | —0 |
Address envelopes or prepare envelope labels, using typewriter or computer. | —0 |
Operate and resupply printers and computers, changing print wheels or fluid cartridges, adding paper, and loading blank tapes, cards, or disks into equipment. | —0 |
Transmit work electronically to other locations. | —0 |
Work with technical material, preparing statistical reports, planning and typing statistical tables, and combining and rearranging material from different sources. | —0 |
Transcribe stenotyped notes of court proceedings. | —0 |
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task | βE1 + 0.5 × E2 |
|---|---|
Check completed work for spelling, grammar, punctuation, and format.O*NET Task ID 790 | 1.0 |
Gather, register, and arrange the material to be typed, following instructions.O*NET Task ID 792 | 1.0 |
Type correspondence, reports, text and other written material from rough drafts, corrected copies, voice recordings, dictation, or previous versions, using a computer, word processor, or typewriter.O*NET Task ID 793 | 1.0 |
File and store completed documents on computer hard drive or disk, or maintain a computer filing system to store, retrieve, update, and delete documents.O*NET Task ID 794 | 1.0 |
Keep records of work performed.O*NET Task ID 796 | 1.0 |
Compute and verify totals on report forms, requisitions, or bills, using adding machine or calculator.O*NET Task ID 797 | 1.0 |
Collate pages of reports and other documents.O*NET Task ID 798 | 1.0 |
Electronically sort and compile text and numerical data, retrieving, updating, and merging documents as required.O*NET Task ID 799 | 1.0 |
Reformat documents, moving paragraphs or columns.O*NET Task ID 800 | 1.0 |
Search for specific sets of stored, typed characters to make changes.O*NET Task ID 801 | 1.0 |
Perform other clerical duties, such as answering telephone, sorting and distributing mail, running errands or sending faxes.O*NET Task ID 791 | 0.0 |
Print and make copies of work.O*NET Task ID 795 | 0.0 |
Operate and resupply printers and computers, changing print wheels or fluid cartridges, adding paper, and loading blank tapes, cards, or disks into equipment.O*NET Task ID 804 | 0.0 |
Transmit work electronically to other locations.O*NET Task ID 805 | 0.0 |
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page