Protective Service · SOC 33-2022
Forest fire specialists patrol outdoors and handle equipment hands-on; data reporting is automatable but field operations are not.
Hands-on, interpersonal or high-stakes work AI struggles to replace.
Timeline: Drone surveillance and AI fire detection systems are being deployed now and will reduce some patrol work within 5 years; training and hands-on equipment oversight remain durable human responsibilities.
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$76,310 median pay
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AI job-risk card
Forest Fire Inspectors and Prevention Specialists is resilient on AIFear. Hands-on, interpersonal or high-stakes work AI struggles to replace.
AIFear.com
Our AI Fear Score for Forest Fire Inspectors and Prevention Specialists is 28/100 (Resilient). Hands-on, interpersonal or high-stakes work AI struggles to replace.
28 out of 100, based on an AI-model review of this occupation's O*NET tasks against what current AI can actually do.
Most exposed: Estimating fire sizes and reporting via radio or phone, Compiling and reporting meteorological data. Harder to automate: Conducting wildland firefighting training courses, Patrolling assigned areas for fires and hazardous conditions, Inspecting and inventorying firefighting equipment physically, Directing equipment maintenance and repair.
Lean into Wildland fire behavior and weather interpretation, GIS and remote sensing for fire mapping, Firefighter training and certification, Equipment inspection and maintenance. Consider roles such as Fire management officer or Emergency management specialist or Environmental compliance inspector.
Tasks, skills and AI-exposure for this role were reviewed by an AI model against its O*NET task profile (curated roles use published research anchors). Pay and employment, where shown, are U.S. BLS OEWS (May 2024) figures. This is an estimate, not a prediction about any individual's job. Compare all occupations.