Side-by-Side Comparison
Fire Inspectors leads 5–0| Metric | Fire Inspectors | Traffic Technicians |
|---|---|---|
| Risk Score | 28.5% | 40.2% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 32th | 81th |
| Tasks at Risk (>50%) | 4 / 15 | 10 / 15 |
| Median Salary | $78,060 | $58,480 |
| Employment | 14K | 8K |
Skill Comparison
|
Sorted by largest difference
Performing for or Working Directly with the Public
Communicating with Persons Outside Organization
Transportation
Customer and Personal Service
Evaluating Information to Determine Compliance with Standards
Scheduling Work and Activities
Inspecting Equipment, Structures, or Material
Quality Control Analysis
Public Safety and Security
Engineering and Technology
Interpreting the Meaning of Information for Others
Training and Teaching Others
Protective Factors
Higher values indicate stronger protection against AI displacement
Fire Inspectors
32%
total discount
Traffic Technicians
30%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Fire Inspectors
4 of 15 at risk87%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.
Traffic Technicians
10 of 15 at risk88%Compute time settings for traffic signals or speed restrictions, using standard formulas.
88%Gather and compile data from hand count sheets, machine count tapes, or radar speed checks and code data for computer input.
85%Prepare work orders for repair, maintenance, or changes in traffic systems.
80%Prepare drawings of proposed signal installations or other control devices, using drafting instruments or computer-automated drafting equipment.
78%Review traffic control or barricade plans to issue permits for parades or other special events or for construction work that affects rights of way, providing assistance with plan preparation or revision, as necessary.
Wage Comparison
Traffic Technicians earns -$19,580(-25%) vs Fire Inspectors
Fire InspectorsTraffic Technicians
10th
$47,580$38,060
25th
$60,700$46,690
Median
$78,060$58,480
75th
$105,390$74,480
90th
$149,870$85,810
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Fire Inspectors2028–2035
Traffic Technicians2028–2035
20242030203520402045
Fire Inspectors has a longer runway before significant displacement, projected 0 years later than Traffic Technicians.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Fire Inspectors
$55,805
from $78,060
Traffic Technicians
$34,965
from $58,480
After adjusting for AI risk, Fire Inspectors offers $20,840 more in risk-adjusted pay.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Fire
0
Unique to Traffic
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Regulatory Barriers
Social Intelligence
Decision Complexity
Creativity
Fire InspectorsTraffic Technicians