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AI Work Index

Headline risk

29%

Moderate Risk

Forest fire inspectors and prevention specialists

United States AI Work IndexISCO 3312major_group_fallback

United States AI Work Index tracks this occupation on the shared structural baseline and then layers on local demand resilience, wages, and confidence.

2.9 current · 3.3 projectedConfidence high

Why This Score

Tasks 100%

Share of job tasks that overlap with current AI capabilities

Wage $52K

Median annual wage

Demand 15%

Projected employment change over 10 years

Preparation Zone 3

Typical preparation needed for this occupation

Occupation profile

Enforce fire regulations, inspect forest for fire hazards, and recommend forest fire prevention or control measures. May report forest fires and weather conditions.

Task evidence

100% weighted task match · 0% effective coverage

Scores combine AI task overlap, human advantages, and local demand. How it works

United States Now

Median Wage

USD 52,380

Employment 2024

2.9K

Projected Change (2024–34)

14.6%

Openings (2024–34)

0.3K

Wage distribution

Bottom 10%: USD 33,59025th pctl: USD 41,000Median: USD 52,38075th pctl: USD 77,780Top 10%: USD 100,450

Demand outlook

Overall employment of fire inspectors is projected to grow 6 percent from 2024 to 2034, faster than the average for all occupations.

Education: High school diploma or equivalent Experience: —

Role Profile

Problem solving and decision makingAdaptabilityLeadership

Tasks

  • 1. Relay messages about emergencies, accidents, locations of crew and personnel, and fire hazard conditions. AI use: 0%
  • 2. Conduct wildland firefighting training. AI use: 0%
  • 3. Estimate sizes and characteristics of fires, and report findings to base camps by radio or telephone. AI use: 0%
  • 4. Extinguish smaller fires with portable extinguishers, shovels, and axes. AI use: 0%
  • 5. Direct crews working on firelines during forest fires. AI use: 0%
  • 6. Compile and report meteorological data, such as temperature, relative humidity, wind direction and velocity, and types of cloud formations. AI use: 0%

Technologies

Amazon Web Services AWS CloudFormationAmazon Web Services AWS softwareAnsible softwareDockerFacebookGit

Requirements

Telework: <10%Telework: >90%License required: 94.1%License required: 5.9%Apprenticeship: <10%Apprenticeship: >90%Certificate: 81.4%Certificate: 18.6%

Work context

Face-to-Face Discussions with Individuals and Within Teams 4.9/5
Impact of Decisions on Co-workers or Company Results 4.9/5
Work With or Contribute to a Work Group or Team 4.9/5
Contact With Others 4.8/5
Telephone Conversations 4.8/5
E-Mail 4.7/5

Worker profile

Median age 42.1 · 210K employed

Under 25: 7% · 25–54: 71% · 55+: 23%

Related

No direct US role match is available yet for this occupation.