Contract Review Specialists
LegalAI exposure
- Data source: BLSPublished: 2026-08
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
0.293
0.000Range of values carried here0.745Scale, basis and source
- Data source: ILOPublished: 2025
0.39
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, 44% 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 onlyValues 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 |
|---|---|
Prepare legal documents, including briefs, pleadings, appeals, wills, contracts, and real estate closing statements.O*NET Task ID 1634 | 1.0 |
Prepare affidavits or other documents, such as legal correspondence, and organize and maintain documents in paper or electronic filing system.O*NET Task ID 18491 | 1.0 |
Gather and analyze research data, such as statutes, decisions, and legal articles, codes, and documents.O*NET Task ID 1636 | 0.5 |
Direct and coordinate law office activity, including delivery of subpoenas.O*NET Task ID 1639 | 0.5 |
Keep and monitor legal volumes to ensure that law library is up-to-date.O*NET Task ID 1641 | 0.5 |
Appraise and inventory real and personal property for estate planning.O*NET Task ID 1642 | 0.5 |
Prepare for trial by performing tasks such as organizing exhibits.O*NET Task ID 18492 | 0.5 |
File pleadings with court clerk.O*NET Task ID 18494 | 0.5 |
Arbitrate disputes between parties and assist in the real estate closing process, such as by reviewing title searches.O*NET Task ID 18496 | 0.5 |
Investigate facts and law of cases and search pertinent sources, such as public records and internet sources, to determine causes of action and to prepare cases.O*NET Task ID 21062 | 0.5 |
Call upon witnesses to testify at hearing.O*NET Task ID 1638 | 0.0 |
Meet with clients and other professionals to discuss details of case.O*NET Task ID 18493 | 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®, Eloundou et al. (2023): see full notices on the Credits page
Occupation information
Recent Changes Related to This Occupation
Oct 2024: Brookings (Oct 2024) lists law among the sectors with the greatest generative AI exposure, and counts "performing legal research and counsel" among the tasks current LLMs can do.
[Source: Brookings 2024 — Generative AI, the American worker]These summaries were written by AI Changing Work from the source linked with each one, and any figures in them are given as AI Changing Work summarised them; they can differ from the source's own wording and from figures shown elsewhere on this page, so check the source before relying on them. AI Changing Work matched this page's occupation to an O*NET occupation and chose, by its own judgment, case by case, which summaries relate to that O*NET occupation; a summary appearing here does not mean that its source names this occupation.