Takeover Tracker
vs

61 shared · 37 different

core competencies

29%medium risk
Fire Inspectors

Side-by-Side Comparison

MetricFire InvestigatorsFire Inspectors
Risk Score24.4%28.5%
Risk TierLow RiskMedium Risk
Risk Percentile18th32th
Tasks at Risk (>50%)1 / 144 / 15
Median Salary$78,060$78,060
Employment14K14K

Skill Comparison

|

Sorted by largest difference

Handling and Moving Objects
Performing General Physical Activities
Developing and Building Teams
Getting Information
Coordinating the Work and Activities of Others
Establishing and Maintaining Interpersonal Relationships
Identifying Objects, Actions, and Events
Provide Consultation and Advice to Others
Making Decisions and Solving Problems
Coaching and Developing Others
Education and Training
Psychology

Protective Factors

Higher values indicate stronger protection against AI displacement

Fire Investigators

38%

total discount

Fire Inspectors

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.

Fire Inspectors

4 of 15 at risk
87%Write detailed reports of fire inspections performed, fire code violations observed, and corrective recommendations offered.
86%Attend training classes to maintain current knowledge of fire prevention, safety, and firefighting procedures.
57%Review blueprints and plans for new or remodeled buildings to ensure the structures meet fire safety codes.
55%Develop or review fire exit plans.
37%Inspect buildings to locate hazardous conditions and fire code violations, such as accumulations of combustible material, electrical wiring problems, and inadequate or non-functional fire exits.

Wage Comparison

Fire Inspectors earns $0(0%) vs Fire Investigators
Fire InvestigatorsFire Inspectors
10th
$47,580$47,580
25th
$60,700$60,700
Median
$78,060$78,060
75th
$105,390$105,390
90th
$149,870$149,870

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Fire Investigators20282035
Fire Inspectors20282035
20242030203520402045

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

Risk-Adjusted Salary

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

Fire Investigators

$59,052

from $78,060

Fire Inspectors

$55,805

from $78,060

After adjusting for AI risk, Fire Investigators offers $3,247 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Fire

0

Unique to Fire

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Creativity
Social Intelligence
Fire InvestigatorsFire Inspectors