Health and Safety Engineers, Except Mining Safety Engineers and Inspectors
Architecture and Engineering Occupations- O*NET-SOC code
- 17-2111.00
Promote worksite or product safety by applying knowledge of industrial processes, mechanics, chemistry, psychology, and industrial health and safety laws. Includes industrial product safety engineers.
AI 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
0.000
0.000Range of values carried here0.745Group-level value
Scale, basis and source
Observed exposure index, 0–1 as published
Mapped onto O*NET tasks
Published per SOC 2018 occupation; every O*NET occupation with the same SOC 2018 code carries this value
- Data source: ILOPublished: 2025
0.30
0.09Range of values carried here0.70Group-level value
Scale, basis and source
Generative AI exposure index, 0–1 as published
Published per ISCO-08 unit group. Linked to this occupation, wholly or in part, by applying U.S. Bureau of Labor Statistics crosswalks (ISCO-08 to 2010 SOC, 2010 SOC to 2018 SOC) as published
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.
AI exposure (OpenAI rubric)
27 rated tasks · 21 tasks with β ≥ 0.5 (77.8%)
β = direct exposure (E1) + 0.5 × exposure when tools are available (E2), per the source repository's definition.
- Source unit: O*NET 27.2 tasks → O*NET 31.0 occupation code
- All rated tasks are in the O*NET 31.0 task list.
- Source
- OpenAI "GPTs are GPTs" exposure rubric
- Release
- gh-main-0471612
- License
- MIT License, Copyright (c) 2024 OpenAI
Tasks
Task statements from the O*NET® 31.0 Database, core tasks first.
| Task | Type | β (OpenAI) |
|---|---|---|
| Investigate industrial accidents, injuries, or occupational diseases to determine causes and preventive measures. | Core | 0.5 |
| Conduct research to evaluate safety levels for products. | Core | 0.5 |
| Evaluate product designs for safety. | Core | 0.5 |
| Conduct or coordinate worker training in areas such as safety laws and regulations, hazardous condition monitoring, and use of safety equipment. | Core | 0.5 |
| Maintain and apply knowledge of current policies, regulations, and industrial processes. | Core | 0.5 |
| Recommend procedures for detection, prevention, and elimination of physical, chemical, or other product hazards. | Core | 0.5 |
| Report or review findings from accident investigations, facilities inspections, or environmental testing. | Core | 0.5 |
| Evaluate potential health hazards or damage that could occur from product misuse. | Core | 0.5 |
| Evaluate adequacy of actions taken to correct health inspection violations. | Core | 0.5 |
| Interpret safety regulations for others interested in industrial safety, such as safety engineers, labor representatives, and safety inspectors. | Core | 1 |
| Review plans and specifications for construction of new machinery or equipment to determine whether all safety requirements have been met. | Core | 0.5 |
| Participate in preparation of product usage and precautionary label instructions. | Core | 1 |
| Interview employers and employees to obtain information about work environments and workplace incidents. | Core | 0 |
| Provide expert testimony in litigation cases. | Core | 0.5 |
| Review employee safety programs to determine their adequacy. | Core | 0.5 |
| Conduct or direct testing of air quality, noise, temperature, or radiation levels to verify compliance with health and safety regulations. | Core | 0 |
| Provide technical advice and guidance to organizations on how to handle health-related problems and make needed changes. | Core | 0.5 |
| Develop industry standards of product safety. | Core | 0.5 |
| Maintain liaisons with outside organizations, such as fire departments, mutual aid societies, and rescue teams, so that emergency responses can be facilitated. | Core | 0 |
| Plan and conduct industrial hygiene research. | Core | 0.5 |
| Compile, analyze, and interpret statistical data related to occupational illnesses and accidents. | Core | 0.5 |
| Write and revise safety regulations and codes. | Core | 1 |
| Confer with medical professionals to assess health risks and to develop ways to manage health issues and concerns. | Core | 0.5 |
| Design and build safety equipment. | Supplemental | 0.5 |
| Check floors of plants to ensure that they are strong enough to support heavy machinery. | Supplemental | 0 |
| Inspect facilities, machinery, or safety equipment to identify and correct potential hazards, and to ensure safety regulation compliance. | — | 0 |
| Install safety devices on machinery or direct device installation. | — | 0 |
Occupation information
Sources and attribution
This page includes information from the O*NET® 31.0 Database (https://www.onetcenter.org/database.html) by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license (https://creativecommons.org/licenses/by/4.0/). O*NET® is a trademark of USDOL/ETA. AI Changing Work has modified all or some of this information: the O*NET-SOC code, title and task statements are reproduced in English without change; task-type labels are shown in the page's language and tasks are listed core first; any Korean occupation title shown on the Korean-language page is AI Changing Work's translation; any KSCO-8 unit groups linked to this occupation were paired with it by AI Changing Work's judgment, and the relation labels and statuses are AI Changing Work's additions. USDOL/ETA has not approved, endorsed, or tested these modifications.
Any AI exposure figures on this page are published by third parties, not by AI Changing Work, and none is part of the O*NET information. OpenAI publishes task-level scores (MIT License) for O*NET 27.2 task statements; each is shown next to the O*NET 31.0 task statement with the same task ID, whose wording can differ from the 27.2 statement that was scored. OpenAI also publishes occupation-level scores for O*NET-SOC codes in the same release, and any such score is shown on the O*NET occupation with the same code. Anthropic publishes an observed exposure index in the Anthropic Economic Index (CC-BY), and the U.S. Bureau of Labor Statistics publishes relative AI exposure categories (public domain); both are published per SOC code, and each value is shown on every O*NET occupation with that code. The International Labour Organization publishes a generative AI exposure index in ILO Working Paper 140 (CC BY 4.0) for ISCO-08 unit groups; AI Changing Work links those groups to O*NET occupations by applying the U.S. Bureau of Labor Statistics ISCO-08 to 2010 SOC and 2010 SOC to 2018 SOC crosswalks as published, without case-by-case selection, and these crosswalks match many groups only in part. Where several unit groups are linked, each group's published value is listed, and any summary shows only the lowest and highest of those values with the number of groups; no exposure figure is averaged or recalculated. Any employment figures are published by the U.S. Bureau of Labor Statistics for the SOC group containing this occupation. Each source is credited where its figures are shown.
O*NET OnLine: 17-2111.00 Health and Safety Engineers, Except Mining Safety Engineers and Inspectors
KSCO 코드·명칭: 한국표준직업분류(제8차 개정) — 통계청 고시 제2024-328호 (2024-07-01 고시, 2025-01-01 시행). 저작권법 제7조 제2호의 고시 항목이다. 명칭 표기(가운뎃점·띄어쓰기)는 해설서 2차 정오 반영판의 표기를 따랐으며, 고시 항목표와는 18개 명칭에서 가운뎃점 글리프나 띄어쓰기만 다르다. 통계청은 2025년 10월 국가데이터처로 개편되었다. 이 페이지의 KSCO 연결은 통계청·국가데이터처의 공식 연계표가 아니다.