Life, Physical, and Social Science · United States (national)
Occupational Health and Safety Technicians
How exposed this work is to automation, shown as ranges with the reasoning and sources.
The short version: this role is moderately exposed to automation, and meaningful change looks likely over the next 5 to 10 years.
It is a sourced range, not a verdict, and the detail is below.
Built on O*NET tasks, BLS pay and projections, and peer-reviewed AI-exposure research. Sources shown.
Data snapshot SNAPSHOT-2026-11-06. How it works
AI / softwarerange 29.7 to 53.7
Physical / roboticsrange 29.1 to 53.1
When the change is likely
Partial, 5 to 10 yearslocal demand stable
What to do about it
Use AI to outpace AI.
Strategies to protect your livelihood, most important first.
1
Use your 5 to 10 year runway
Change here is gradual. Build resilient skills steadily and watch the signals rather than waiting for a shock.
2
Pivot toward Occupational Health and Safety Specialists
It is skill-adjacent and less exposed (35.7 vs 42). A lateral move now beats a forced one later.
3
Build a financial buffer
Keep 6 to 12 months of expenses and diversify your income, so a disruption is a setback rather than a catastrophe.
4
Add a recognised credential
A certification or license raises the bar against automation and signals value in a tightening market.
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Which of my tasks are exposed
Evaluate situations or make determinations when a worker has refused to work on the grounds that danger or potential harm exists.
50.0
Supply, operate, or maintain personal protective equipment.
41.1
Train workers in safety procedures related to green jobs, such as the use of fall protection devices or maintenance of proper ventilation during wind turbine construction.
50.0
Test workplaces for environmental hazards, such as exposure to radiation, chemical or biological hazards, or excessive noise.
100.0
Maintain all required environmental records and documentation.
41.7
Provide consultation to organizations or agencies on the workplace application of safety principles, practices, or techniques.
50.0
Inspect fire suppression systems or portable fire systems to ensure proper working order.
100.0
Verify availability or monitor use of safety equipment, such as hearing protection or respirators.
100.0
Longer, orange bars are more automatable; short green bars are resistant.
What is driving my result
lowers risk
raises risk
Task: Test workplaces for environmental hazards, such as exposure to radiation, chemical or biological hazards, or excessive noise.
Task: Inspect fire suppression systems or portable fire systems to ensure proper working order.
Lower-risk adjacent roles
Occupational Health and Safety Specialists
35.7
A full, ranked mitigation plan is part of the paid tiers.
How this score is calculated
Map Occupational Health and Safety Technicians to its standard O*NET task list (8 core tasks).
Score each task for AI/software exposure (Eloundou et al. 2023) and physical/robotics exposure (an O*NET work-context proxy), each 0 to 100.
The two axis scores are the task averages: AI 41.7, robotics 41.1.
The timeline comes from the higher axis (41.7), shifted for local demand (stable), and seniority. It is read against your remaining working years.
Ranges are about ±12 points. A backtest against real BLS employment change shows the risk ranking holds in aggregate, but individual outcomes are predicted weakly, so results are ranges, never a flat verdict.
Sources: O*NET, Eloundou et al. (2023), GPTs are GPTs, O*NET Work Context, BLS CPI-U, BLS OEWS.
Snapshot SNAPSHOT-2026-11-06. Full method and backtest on How it works.