AI exposure Architecture and engineering
Will AI replace health and safety engineers?
Health and Safety Engineers, Except Mining Safety Engineers and Inspectors. US occupation 17-2111.
The reading
0.0%
of the time health and safety engineers spend on their work goes on tasks where AI is already being used to do that work.of health and safety engineers' working hours go on tasks AI has already started taking off their plate.
Ranked 346 of 756 US occupations. No AI use seen in the work yet, along with 410 other occupations.No handover started yet, along with 410 other occupations.
Per cent of working time Square-law scale
Average US job 7.7%
Among the least exposed jobs there are.Still waiting for liberation.
What AI already does for health and safety engineersWhat health and safety engineers no longer do alone
O*NET lists 40 tasks for health and safety engineers. None of them shows meaningful AI use at work yet.
What it does not touch, yetWhat still needs a human
40 of the 40 tasks show no AI use at work in the data.
- Advise architects, builders, and other construction personnel on fire prevention equipment and techniques and on fire code and standard interpretation and compliance.Core task
- Attend workshops, seminars, or conferences to present or obtain information regarding fire prevention and protection.Core task
- Compile, analyze, and interpret statistical data related to occupational illnesses and accidents.Core task
- Conduct or coordinate worker training in areas such as safety laws and regulations, hazardous condition monitoring, and use of safety equipment.Core task
- Conduct or direct testing of air quality, noise, temperature, or radiation levels to verify compliance with health and safety regulations.Core task
- Conduct research on fire retardants and the fire safety of materials and devices.Core task
Show the other 34
- Conduct research to evaluate safety levels for products.Core task
- Confer with medical professionals to assess health risks and to develop ways to manage health issues and concerns.Core task
- Consult with authorities to discuss safety regulations and to recommend changes as necessary.Core task
- Design fire detection equipment, alarm systems, and fire extinguishing devices and systems.Core task
- Determine causes of fires and ways in which they could have been prevented.Core task
- Develop industry standards of product safety.Core task
- Develop plans for the prevention of destruction by fire, wind, and water.Core task
- Develop training materials and conduct training sessions on fire protection.Core task
- Direct the purchase, modification, installation, testing, maintenance, and operation of fire prevention and protection systems.Core task
- Evaluate adequacy of actions taken to correct health inspection violations.Core task
- Evaluate fire department performance and the laws and regulations affecting fire prevention or fire safety.Core task
- Evaluate potential health hazards or damage that could occur from product misuse.Core task
- Evaluate product designs for safety.Core task
- Inspect buildings or building designs to determine fire protection system requirements and potential problems in areas such as water supplies, exit locations, and construction materials.Core task
- Interpret safety regulations for others interested in industrial safety, such as safety engineers, labor representatives, and safety inspectors.Core task
- Interview employers and employees to obtain information about work environments and workplace incidents.Core task
- Investigate industrial accidents, injuries, or occupational diseases to determine causes and preventive measures.Core task
- Maintain and apply knowledge of current policies, regulations, and industrial processes.Core task
- Maintain liaisons with outside organizations, such as fire departments, mutual aid societies, and rescue teams, so that emergency responses can be facilitated.Core task
- Participate in preparation of product usage and precautionary label instructions.Core task
- Plan and conduct industrial hygiene research.Core task
- Prepare and write reports detailing specific fire prevention and protection issues, such as work performed, revised codes or standards, and proposed review schedules.Core task
- Provide expert testimony in litigation cases.Core task
- Provide technical advice and guidance to organizations on how to handle health-related problems and make needed changes.Core task
- Recommend procedures for detection, prevention, and elimination of physical, chemical, or other product hazards.Core task
- Report or review findings from accident investigations, facilities inspections, or environmental testing.Core task
- Review employee safety programs to determine their adequacy.Core task
- Review plans and specifications for construction of new machinery or equipment to determine whether all safety requirements have been met.Core task
- Study the relationships between ignition sources and materials to determine how fires start.Core task
- Write and revise safety regulations and codes.Core task
- Check floors of plants to ensure that they are strong enough to support heavy machinery.
- Design and build safety equipment.
- Inspect facilities, machinery, or safety equipment to identify and correct potential hazards, and to ensure safety regulation compliance.
- Install safety devices on machinery or direct device installation.
How that compares
Among the 34 architecture and engineering occupations, health and safety engineers rank 26. The group averages 3.8%, and its most exposed job is Computer Hardware Engineers at 14.5%. The average US occupation sits at 7.7%.
What this does and does not mean
Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.
A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.
Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.