Takeover Tracker
31%medium risk
Aviation Inspectors
vs

59 shared · 30 different

core competencies

40%medium risk
Traffic Technicians

Side-by-Side Comparison

MetricAviation InspectorsTraffic Technicians
Risk Score30.9%40.2%
Risk TierMedium RiskMedium Risk
Risk Percentile44th81th
Tasks at Risk (>50%)5 / 1510 / 15
Median Salary$85,750$58,480
Employment23K8K

Skill Comparison

|

Sorted by largest difference

Judging the Qualities of Things, Services, or People
Inspecting Equipment, Structures, or Material
Production and Processing
Mechanical
Evaluating Information to Determine Compliance with Standards
Documenting/Recording Information
Updating and Using Relevant Knowledge
Monitor Processes, Materials, or Surroundings
Getting Information
Interpreting the Meaning of Information for Others
Identifying Objects, Actions, and Events
Quality Control Analysis

Protective Factors

Higher values indicate stronger protection against AI displacement

Aviation Inspectors

33%

total discount

Traffic Technicians

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Aviation Inspectors

5 of 15 at risk
86%Examine maintenance records and flight logs to determine if service and maintenance checks and overhauls were performed at prescribed intervals.
86%Prepare and maintain detailed repair, inspection, investigation, and certification records and reports.
82%Start aircraft and observe gauges, meters, and other instruments to detect evidence of malfunctions.
80%Schedule and coordinate in-flight testing programs with ground crews and air traffic control to ensure availability of ground tracking, equipment monitoring, and related services.
51%Recommend replacement, repair, or modification of aircraft equipment.

Traffic Technicians

10 of 15 at risk
88%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 -$27,270(-32%) vs Aviation Inspectors
Aviation InspectorsTraffic Technicians
10th
$40,090$38,060
25th
$58,650$46,690
Median
$85,750$58,480
75th
$105,020$74,480
90th
$137,120$85,810

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Aviation Inspectors2028–2035
Traffic Technicians2028–2035
20242030203520402045

Aviation 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%)

Aviation Inspectors

$59,262

from $85,750

Traffic Technicians

$34,965

from $58,480

After adjusting for AI risk, Aviation Inspectors offers $24,297 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Aviation

0

Unique to Traffic

Combined Protection Strategy

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

Decision Complexity
Social Intelligence
Regulatory Barriers
Fine Manipulation
Aviation InspectorsTraffic Technicians
Find transitions from Aviation InspectorsFind transitions from Traffic Technicians