Takeover Tracker
34%medium risk
Government Property Inspectors and Investigators
vs

74 shared · 16 different

core competencies

29%medium risk
Fire Inspectors

Side-by-Side Comparison

MetricGovernment Property Inspectors and InvestigatorsFire Inspectors
Risk Score33.8%28.5%
Risk TierMedium RiskMedium Risk
Risk Percentile61th32th
Tasks at Risk (>50%)4 / 144 / 15
Median Salary$78,420$78,060
Employment398K14K

Skill Comparison

|

Sorted by largest difference

Assisting and Caring for Others
Updating and Using Relevant Knowledge
Clerical
Engineering and Technology
Performing for or Working Directly with the Public
Design
Training and Teaching Others
Interacting With Computers
Performing Administrative Activities
Scheduling Work and Activities
Resolving Conflicts and Negotiating with Others
Provide Consultation and Advice to Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Government Property Inspectors and Investigators

32%

total discount

Fire Inspectors

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Government Property Inspectors and Investigators2028–2035
Fire Inspectors2028–2035
20242030203520402045

Fire Inspectors 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%)

Government Property Inspectors and Investigators

$51,953

from $78,420

Fire Inspectors

$55,805

from $78,060

After adjusting for AI risk, Fire Inspectors offers $3,852 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Government

0

Unique to Fire

Combined Protection Strategy

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

Regulatory Barriers
Creativity
Fine Manipulation
Decision Complexity
Government Property Inspectors and InvestigatorsFire Inspectors
Find transitions from Government Property Inspectors and InvestigatorsFind transitions from Fire Inspectors