Takeover Tracker
29%medium risk
Fire Inspectors
vs

54 shared · 23 different

core competencies

38%medium risk
Licensing Examiners and Inspectors

Side-by-Side Comparison

MetricFire InspectorsLicensing Examiners and Inspectors
Risk Score28.5%38.1%
Risk TierMedium RiskMedium Risk
Risk Percentile32th75th
Tasks at Risk (>50%)4 / 157 / 12
Median Salary$78,060$78,420
Employment14K398K

Skill Comparison

|

Sorted by largest difference

Public Safety and Security
Inspecting Equipment, Structures, or Material
Getting Information
Flexibility of Closure
Updating and Using Relevant Knowledge
Quality Control Analysis
Assisting and Caring for Others
Processing Information
Education and Training
Scheduling Work and Activities
Problem Sensitivity
Perceptual Speed

Protective Factors

Higher values indicate stronger protection against AI displacement

Fire Inspectors

32%

total discount

Licensing Examiners and Inspectors

32%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Licensing Examiners and Inspectors

7 of 12 at risk
88%Collect fees for licenses.
86%Issue licenses to individuals meeting standards.
85%Report law or regulation violations to appropriate boards or agencies.
70%Prepare correspondence to inform concerned parties of licensing decisions or appeals processes.
69%Prepare reports of activities, evaluations, recommendations, or decisions.

Wage Comparison

Licensing Examiners and Inspectors earns +$360(+0%) vs Fire Inspectors
Fire InspectorsLicensing Examiners and Inspectors
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 Inspectors2028–2035
Licensing Examiners and Inspectors2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Fire Inspectors

$55,805

from $78,060

Licensing Examiners and Inspectors

$48,573

from $78,420

After adjusting for AI risk, Fire Inspectors offers $7,232 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Fire

0

Unique to Licensing

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Social Intelligence
Creativity
Fire InspectorsLicensing Examiners and Inspectors
Find transitions from Fire InspectorsFind transitions from Licensing Examiners and Inspectors