Gini Loh System Tools

AI Automation Index

Will AI Replace Occupational Health and Safety Technicians?

Task-level automation exposure for Occupational Health and Safety Technicians: 26 O*NET tasks scored against their work activities, plus the simulator.

E-E-A-T Verified
Developed & audited by Gini Loh

Automation Exposure

42% weighted task index

26 of 26 tasks scored

Median Salary

$61,560 / year

BLS OEWS, May 2025 — this exact occupation

Employment Level

Medium

30,590 people hold this job — size, not growth

Projected 2025–35

+19.4% employment change

3,800 openings a year · BLS line item

Pay by state

BLS OEWS publishes 50 state estimates for this occupation. Each is its own survey estimate, not the national median adjusted for local prices.

$35,890 – $104,910

Highest medians

Washington $104,910
Rhode Island $84,640
West Virginia $81,470
Alaska $80,760
New Mexico $79,490

Lowest medians

Puerto Rico $35,890
Guam $39,710
Montana $41,420
Arkansas $50,840
Alabama $55,010

State figures come from the 19-5012 row in the May 2025 state panel. States where the estimate was suppressed or too small to publish are absent.

What the score is made of

Each task is mapped to its work activities, scored for AI automation potential, and weighted by how important those activities are to the job. These are the components.

Automation potential 42%

Importance-weighted mean of the scored tasks. This is the headline index.

Physical work 4%

Share of weighted tasks in hands-on or machine-operating work activities.

Judgment & influence 31%

Share in analysis, decisions, teaching, directing, advising, or caring for others.

Routine administration 13%

Share in documenting, recording, and administrative activities.

Rewritten by O*NET 0%

Share of weighted tasks O*NET rewrote in a recent update. Reported, not folded into the score.

Consequence of error 42/100 Moderate

O*NET's own rating of how serious an uncorrectable mistake would be here — respondents, not us. Deliberately not in the index: the score measures what AI can do with the task content, and multiplying it by stakes would be our judgment dressed as data.

Constituent Task Mix

26 tasks for this occupation, weighted by work-activity importance. Shares below are of total task weight, not task count.

High exposure (≥ 60% of the task is automatable) 22%

5 tasks

Medium exposure (≥ 35%) 46%

12 tasks

Low exposure (below 35%) 32%

9 tasks

How would you survive?

Move your week away from the high-exposure tasks and toward the ones that need judgment. The simulator recalculates the index as you shift the mix.

Simulate Upskilling →

Constituent Tasks

#20249 · Core · 22% automatable

Evaluate situations or make determinations when a worker has refused to work on the grounds that danger or potential harm exists.

visual inspection — Workplace safety inspection needs on-site presence

Inspect work environments to ensure safety.
#11083 · Core · 10% automatable

Supply, operate, or maintain personal protective equipment.

physical manipulation — Physically applying safety equipment to people

Protect patients or staff members using safety equipment.
#19818 · Core · 45% automatable

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.

interpersonal — Safety training content aided, live delivery human

Conduct health or safety training programs.
#11087 · Core · 22% automatable

Test workplaces for environmental hazards, such as exposure to radiation, chemical or biological hazards, or excessive noise.

physical manipulation — Environmental hazard testing needs on-site sampling

Test facilities for environmental hazards.
#11082 · Core · 68% automatable

Maintain all required environmental records and documentation.

text generation — Health records drafted; clinician verifies and signs

Prepare official health documents or records.
#20253 · Core · 55% automatable

Provide consultation to organizations or agencies on the workplace application of safety principles, practices, or techniques.

decision support — Drafts guidance; community trust and liability human

Advise communities or institutions regarding health or safety issues.
#20252 · Core · 22% automatable

Inspect fire suppression systems or portable fire systems to ensure proper working order.

visual inspection — Workplace safety inspection needs on-site presence

Inspect work environments to ensure safety.
#20248 · Core · 70% automatable

Verify availability or monitor use of safety equipment, such as hearing protection or respirators.

data analysis — Medical supply inventory records and thresholds automatable

Maintain inventory of medical supplies or equipment.
#20250 · Core · 55% automatable

Recommend corrective measures to be applied based on results of environmental contaminant analyses.

decision support — Drafts guidance; community trust and liability human

Advise communities or institutions regarding health or safety issues.
#11088 · Core · 42% automatable

Prepare or review specifications or orders for the purchase of safety equipment, ensuring that proper features are present and that items conform to health and safety standards.

decision support — AI reviews records but physical verification and accountability human

Verify that medical activities or operations meet standards.
#11085 · Core · 12% automatable

Prepare or calibrate equipment used to collect or analyze samples.

physical manipulation — Physical assembly of medical supplies

Prepare medical supplies or equipment for use. Maintain medical laboratory equipment.
#20251 · Core · 40% automatable

Conduct worker studies to determine whether specific instances of disease or illness are job-related.

information retrieval — Literature review aided; wet-lab and clinical research human

Conduct research to increase knowledge about medical issues.
#11098 · Core · 68% automatable

Plan emergency response drills.

text generation — Procedures drafted; regulatory and site validation human

Develop emergency procedures.
#11091 · Core · 45% automatable

Examine credentials, licenses, or permits to ensure compliance with licensing requirements.

visual inspection — AI reviews records; human observes facility activities

Monitor medical facility activities to ensure adherence to standards or regulations.
#11096 · Core · 45% automatable

Review records or reports concerning laboratory results, staffing, floor plans, fire inspections, or sanitation to gather information for the development or enforcement of safety activities.

visual inspection — AI reviews records; human observes facility activities

Monitor medical facility activities to ensure adherence to standards or regulations.
#11093 · Core · 52% automatable

Educate the public about health issues or enforce health legislation to prevent disease, to promote health, or to help people understand health protection procedures and regulations.

text generation — Health messaging drafted by AI; public delivery human

Verify that medical activities or operations meet standards. Communicate health and wellness information to the public.
#11097 · Core · 68% automatable

Prepare documents to be used in legal proceedings, testifying in such proceedings when necessary.

text generation — Health records drafted; clinician verifies and signs

Prepare official health documents or records.
#19813 · Core · 40% automatable

Collect data regarding potential hazards from new equipment or products linked to green practices.

information retrieval — Literature review aided; wet-lab and clinical research human

Conduct research to increase knowledge about medical issues.
#11099 · Core · 72% automatable

Maintain logbooks of daily activities, including areas visited or activities performed.

data analysis — Facility records need human verification and compliance

Maintain medical facility records.
#11100 · Supplemental · 17% automatable

Help direct rescue or firefighting operations in the event of a fire or an explosion.

interpersonal — Emergency direction is live, high-stakes human command

Assist others during emergencies. Direct emergency management activities. Direct fire fighting or prevention activities.
#19817 · Supplemental · 22% automatable

Test or balance newly installed HVAC systems to determine whether indoor air quality standards are met.

physical manipulation — Environmental hazard testing needs on-site sampling

Test facilities for environmental hazards.
#11101 · Supplemental · 48% automatable

Confer with schools, state authorities, or community groups to develop health standards or programs.

decision support — Drafts health program design; implementation and buy-in human

Design public or employee health programs.
#19814 · Supplemental · 40% automatable

Collect data related to ecological or human health risks at brownfield sites.

information retrieval — Literature review aided; wet-lab and clinical research human

Conduct research to increase knowledge about medical issues.
#11095 · Supplemental · 44% automatable

Conduct interviews to obtain information or evidence regarding communicable diseases or violations of health or sanitation regulations.

decision support — Maps facts to statutes; legal accountability stays human

Interview employees, customers, or others to collect information. Assess compliance with environmental laws.
#19816 · Supplemental · 22% automatable

Perform tests to identify any potential hazards related to recycled products used at green building sites.

physical manipulation — Environmental hazard testing needs on-site sampling

Test facilities for environmental hazards.
#19815 · Supplemental · 22% automatable

Examine practices at green building sites to determine whether adherence to green building standards alters risks to workers.

physical manipulation — Environmental hazard testing needs on-site sampling

Test facilities for environmental hazards.
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Community Sentiment

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Method

How this was scored

  1. 1. Tasks. O*NET task statements for this occupation, from a release whose newest record is dated 08/2026.
  2. 2. Work activities. Each task maps to 1–5 Detailed Work Activities; each activity belongs to one of 41 Generalized Work Activities that O*NET rates for importance (1–5) in this occupation.
  3. 3. Automation potential. Every work activity carries one score for how far current AI can perform it end-to-end. Tasks inherit the mean of their activities.
  4. 4. Weighting. Task weight = 0.35 + 0.65 × (importance − 1)/4, scaled by how often the task is performed and by 0.7 for Supplemental tasks. Importance is the task's own O*NET rating where it exists (18,369 of 18,838 tasks); the rest inherit their work activities' importance. The index is the weighted mean.

Check: across the 910 occupations where O*NET also rates how far machine speed sets the pace, this index moves opposite to it (Spearman ρ = -0.49). The more a job is paced by equipment, the less of its task content AI can address — the relationship you would expect if the scoring is working.

Sources · O*NET 31.0 (task records to 08/2026) · BLS OEWS May 2025 · BLS projections 2025-2035 · rubric v2.1 · tasks for O*NET, not a forecast

See the full method →

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