Takeover Tracker
22%low risk
Aircraft Mechanics and Service Technicians
vs

54 shared · 41 different

core competencies

18%low risk
Signal and Track Switch Repairers

Side-by-Side Comparison

MetricAircraft Mechanics and Service TechniciansSignal and Track Switch Repairers
Risk Score21.6%17.8%
Risk TierLow RiskLow Risk
Risk Percentile10th3th
Tasks at Risk (>50%)3 / 151 / 14
Median Salary$78,680$83,600
Employment136K8K

Skill Comparison

|

Sorted by largest difference

Mechanical
Computers and Electronics
Documenting/Recording Information
Written Comprehension
Interacting With Computers
Developing Objectives and Strategies
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Thinking Creatively
Judging the Qualities of Things, Services, or People
Reading ComprehensionAI-Vulnerable
Repairing and Maintaining Electronic Equipment
Performing General Physical Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Aircraft Mechanics and Service Technicians

33%

total discount

Signal and Track Switch Repairers

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Aircraft Mechanics and Service Technicians

3 of 15 at risk
86%Maintain repair logs, documenting all preventive and corrective aircraft maintenance.
59%Read and interpret pilots' descriptions of problems to diagnose causes.
57%Read and interpret maintenance manuals, service bulletins, and other specifications to determine the feasibility and method of repairing or replacing malfunctioning or damaged components.
41%Measure parts for wear, using precision instruments.
39%Check for corrosion, distortion, and invisible cracks in the fuselage, wings, and tail, using x-ray and magnetic inspection equipment.

Signal and Track Switch Repairers

1 of 14 at risk
86%Record and report information about mileage or track inspected, repairs performed, and equipment requiring replacement.
49%Drive motor vehicles to job sites.
39%Tighten loose bolts, using wrenches, and test circuits and connections by opening and closing gates.
39%Replace defective wiring, broken lenses, or burned-out light bulbs.
39%Inspect, maintain, and replace batteries as needed.

Wage Comparison

Signal and Track Switch Repairers earns +$4,920(+6%) vs Aircraft Mechanics and Service Technicians
Aircraft Mechanics and Service TechniciansSignal and Track Switch Repairers
10th
$47,790$57,410
25th
$61,920$75,680
Median
$78,680$83,600
75th
$95,050$95,620
90th
$120,080$104,860

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Aircraft Mechanics and Service Technicians2028–2035
Signal and Track Switch Repairers2028–2035
20242030203520402045

Signal and Track Switch Repairers has a longer runway before significant displacement, projected 0 years later than Aircraft Mechanics and Service Technicians.

Risk-Adjusted Salary

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

Aircraft Mechanics and Service Technicians

$61,654

from $78,680

Signal and Track Switch Repairers

$68,753

from $83,600

After adjusting for AI risk, Signal and Track Switch Repairers offers $7,099 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Aircraft

0

Unique to Signal

Combined Protection Strategy

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

Creativity
Social Intelligence
Decision Complexity
Regulatory Barriers
Aircraft Mechanics and Service TechniciansSignal and Track Switch Repairers
Find transitions from Aircraft Mechanics and Service TechniciansFind transitions from Signal and Track Switch Repairers