Forest Fire Inspectors and Prevention Specialists

Protective Service
0%
AI Risk
18% AI risk — Low risk level
Low Risk
18% • Low exposure
Based on task-level analysis (O*NET)

AI Impact Assessment

This job is relatively safe from AI automation and may even benefit from AI tools.

Forest Fire Inspectors and Prevention Specialists with an AI automation risk score of 18%. Analysis includes 16 core tasks.

Safer Career Paths

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Key Tasks

Inspect camp sites to ensure that campers are in compliance with forest use regulations.

Risk: 75%

Maintain records and logbooks.

Risk: 75%

Relay messages about emergencies

Risk: 0%

Conduct wildland firefighting training.

Risk: 0%

Estimate sizes and characteristics of fires

Risk: 3%

Direct crews working on firelines during forest fires.

Risk: 0%

Locate forest fires on area maps

Risk: 3%

Extinguish smaller fires with portable extinguishers

Risk: 0%

Upskilling Courses

Data Sources

Analysis based on O*NET data

Method: rule+context+activity+calibration
Forest Fire Inspectors and Prevention Spec... — 18%