As of June 2026, Forest Fire Inspectors and Prevention Specialists has an AI-exposure score of 50/100 (Elevated exposure) on the AI-Safe Careers index, blending O*NET tasks, the Anthropic Economic Index, the Penn/OpenAI study, and BLS data. This is an estimate of task exposure, not a prediction of job loss.
Forest Fire Inspectors and Prevention Specialists
More exposed than 32% of the roles we track. Median pay ~US$56,870. About 300 projected openings a year (BLS 2024–34 — growth plus replacement).
Pay & demand figures are US medians (BLS, in USD) — your local figures will differ. Your exposure score applies broadly.
How you compare to similar Protective Service roles
Your tasks, by AI exposure
- Maintain records and logbooks.
- Compile and report meteorological data, such as temperature, relative humidity, wind direction and velocity, and types of cloud formations.
- Restrict public access and recreational use of forest lands during critical fire seasons.
- Conduct wildland firefighting training.
- Relay messages about emergencies, accidents, locations of crew and personnel, and fire hazard conditions.
- Estimate sizes and characteristics of fires, and report findings to base camps by radio or telephone.
- Direct crews working on firelines during forest fires.
- Administer regulations regarding sanitation, fire prevention, violation corrections, and related forest regulations.
- Examine and inventory firefighting equipment, such as axes, fire hoses, shovels, pumps, buckets, and fire extinguishers, to determine amount and condition.
- Direct maintenance and repair of firefighting equipment, or requisition new equipment.
- Locate forest fires on area maps, using azimuth sighters and known landmarks.
- Patrol assigned areas, looking for forest fires, hazardous conditions, and weather phenomena.
- Educate the public about fire safety and prevention.
- Inspect camp sites to ensure that campers are in compliance with forest use regulations.
- Extinguish smaller fires with portable extinguishers, shovels, and axes.
- Inspect forest tracts and logging areas for fire hazards such as accumulated wastes or mishandling of combustibles, and recommend appropriate fire prevention measures.
No durable tasks identified for this role — its real, individually-assessed tasks consistently read as augmentable (88%).
Safer adjacent roles
Your AI-Safe Career Report
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