Takeover Tracker
vs

61 shared · 42 different

core competencies

Side-by-Side Comparison

MetricFire InvestigatorsForest and Conservation Technicians
Risk Score24.4%27.8%
Risk TierLow RiskMedium Risk
Risk Percentile18th29th
Tasks at Risk (>50%)1 / 146 / 15
Median Salary$78,060N/A
Employment14KN/A

Skill Comparison

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Sorted by largest difference

Building and Construction
Education and Training
Performing for or Working Directly with the Public
Customer and Personal Service
Communicating with Persons Outside Organization
Psychology
Performing General Physical Activities
Handling and Moving Objects
Assisting and Caring for Others
Evaluating Information to Determine Compliance with Standards
Getting Information
Public Safety and Security

Protective Factors

Higher values indicate stronger protection against AI displacement

Fire Investigators

38%

total discount

Forest and Conservation Technicians

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Fire Investigators

1 of 14 at risk
85%Prepare and maintain reports of investigation results, and records of convicted arsonists and arson suspects.
49%Analyze evidence and other information to determine probable cause of fire or explosion.
49%Photograph damage and evidence related to causes of fires or explosions to document investigation findings.
47%Conduct internal investigation to determine negligence and violation of laws and regulations by fire department employees.
39%Package collected pieces of evidence in securely closed containers, such as bags, crates, or boxes, to protect them.

Forest and Conservation Technicians

6 of 15 at risk
86%Monitor environmental conditions such as temperature or humidity.
85%Write reports on forestry or conservation activities.
85%Keep records of the amount and condition of logs taken to mills.
83%Develop contracts related to operations.
72%Develop and maintain computer databases.

Wage Comparison

Fire InvestigatorsForest and Conservation Technicians
10th
$47,580N/A
25th
$60,700N/A
Median
$78,060N/A
75th
$105,390N/A
90th
$149,870N/A

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Fire Investigators20282035
Forest and Conservation Technicians20282035
20242030203520402045

Fire Investigators has a longer runway before significant displacement, projected 0 years later than Forest and Conservation Technicians.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Fire

0

Unique to Forest

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Regulatory Barriers
Social Intelligence
Creativity
Decision Complexity
Fire InvestigatorsForest and Conservation Technicians