Takeover Tracker
vs

63 shared · 39 different

core competencies

Side-by-Side Comparison

MetricFire InvestigatorsGovernment Property Inspectors and Investigators
Risk Score24.4%33.8%
Risk TierLow RiskMedium Risk
Risk Percentile18th61th
Tasks at Risk (>50%)1 / 144 / 14
Median Salary$78,060$78,420
Employment14K398K

Skill Comparison

|

Sorted by largest difference

Handling and Moving Objects
Performing General Physical Activities
Assisting and Caring for Others
Updating and Using Relevant Knowledge
Education and Training
Developing and Building Teams
Performing for or Working Directly with the Public
Coaching and Developing Others
Getting Information
Coordinating the Work and Activities of Others
Identifying Objects, Actions, and Events
Psychology

Protective Factors

Higher values indicate stronger protection against AI displacement

Fire Investigators

38%

total discount

Government Property Inspectors and Investigators

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.

Government Property Inspectors and Investigators

4 of 14 at risk
83%Investigate applications for special licenses or permits.
79%Inspect manufactured or processed products to ensure compliance with contract specifications or legal requirements.
72%Prepare correspondence, reports of inspections or investigations or recommendations for action.
68%Examine records, reports, or other documents to establish facts or detect discrepancies.
43%Recommend legal or administrative action to protect government property.

Wage Comparison

Government Property Inspectors and Investigators earns +$360(+0%) vs Fire Investigators
Fire InvestigatorsGovernment Property Inspectors and Investigators
10th
$47,580$46,230
25th
$60,700$59,130
Median
$78,060$78,420
75th
$105,390$104,800
90th
$149,870$130,030

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Fire Investigators20282035
Government Property Inspectors and Investigators20282035
20242030203520402045

Fire Investigators has a longer runway before significant displacement, projected 0 years later than Government Property Inspectors and Investigators.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Fire Investigators

$59,052

from $78,060

Government Property Inspectors and Investigators

$51,953

from $78,420

After adjusting for AI risk, Fire Investigators offers $7,099 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Fire

0

Unique to Government

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Social Intelligence
Creativity
Fire InvestigatorsGovernment Property Inspectors and Investigators