Regulatory Affairs Specialists
LegalAI 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
0.121
0.000Range of values carried here0.745Scale, basis and source
- Data source: ILOPublished: 2025
0.36
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, 60% 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
Show 132 hidden tasks| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Advise licensees or other individuals or groups concerning licensing, permit, or passport regulations.13-1041 | 0.100050.0 | 0.01004.5 |
Prepare correspondence, reports of inspections or investigations, or recommendations for action.13-1041 | 0.030015.0 | 0.060027.3 |
Identify relevant guidance documents, international standards, or consensus standards.13-1041 | 0.01005.0 | 0.070031.8 |
Provide advice on transportation options, types of carriers, or shipping routes.13-1041 | 0.01005.0 | 0.00000.0 |
Advise customers on import and export restrictions, tariff systems, insurance requirements, quotas, or other customs-related matters.13-1041 | 0.01005.0 | 0.00000.0 |
Coordinate, prepare, or review regulatory submissions for domestic or international projects.13-1041 | 0.01005.0 | 0.00000.0 |
Advise project teams on subjects such as premarket regulatory requirements, export and labeling requirements, or clinical study compliance issues.13-1041 | 0.01005.0 | 0.00000.0 |
Recommend changes to company procedures in response to changes in regulations or standards.13-1041 | 0.01005.0 | 0.00000.0 |
Prepare reports of activities, evaluations, recommendations, or decisions.13-1041 | 0.01005.0 | 0.00000.0 |
Examine records, reports, or other documents to establish facts or detect discrepancies. | —0 | 0.040018.2 |
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 |
|---|---|
Provide technical review of data or reports to be incorporated into regulatory submissions to assure scientific rigor, accuracy, and clarity of presentation.O*NET Task ID 18050 | 1.0 |
Prepare responses to customer requests for information, such as product data, written regulatory affairs statements, surveys, or questionnaires.O*NET Task ID 18064 | 1.0 |
Write or update standard operating procedures, work instructions, or policies.O*NET Task ID 18066 | 1.0 |
Communicate with regulatory agencies regarding pre-submission strategies, potential regulatory pathways, compliance test requirements, or clarification and follow-up of submissions under review.O*NET Task ID 18045 | 0.5 |
Coordinate, prepare, or review regulatory submissions for domestic or international projects.O*NET Task ID 18048 | 0.5 |
Interpret regulatory rules or rule changes and ensure that they are communicated through corporate policies and procedures.O*NET Task ID 18049 | 0.5 |
Review product promotional materials, labeling, batch records, specification sheets, or test methods for compliance with applicable regulations and policies.O*NET Task ID 18051 | 0.5 |
Advise project teams on subjects such as premarket regulatory requirements, export and labeling requirements, or clinical study compliance issues.O*NET Task ID 18052 | 0.5 |
Compile and maintain regulatory documentation databases or systems.O*NET Task ID 18053 | 0.5 |
Coordinate efforts associated with the preparation of regulatory documents or submissions.O*NET Task ID 18054 | 0.5 |
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