Takeover Tracker
20%low risk
Bus and Truck Mechanics and Diesel Engine Specialists
vs

66 shared · 10 different

core competencies

18%low risk
Signal and Track Switch Repairers

Side-by-Side Comparison

MetricBus and Truck Mechanics and Diesel Engine SpecialistsSignal and Track Switch Repairers
Risk Score19.8%17.8%
Risk TierLow RiskLow Risk
Risk Percentile6th3th
Tasks at Risk (>50%)3 / 151 / 14
Median Salary$60,640$83,600
Employment287K8K

Skill Comparison

|

Sorted by largest difference

Repairing and Maintaining Electronic Equipment
Computers and Electronics
Mechanical
Installation
Equipment MaintenanceAI-Resistant
Far Vision
Guiding, Directing, and Motivating Subordinates
Transportation
Quality Control Analysis
Troubleshooting

Protective Factors

Higher values indicate stronger protection against AI displacement

Bus and Truck Mechanics and Diesel Engine Specialists

29%

total discount

Signal and Track Switch Repairers

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Bus and Truck Mechanics and Diesel Engine Specialists

3 of 15 at risk
78%Follow green operational practices involving conservation of water or energy or reduction of solid waste.
62%Inspect and verify dimensions and clearances of parts to ensure conformance to factory specifications.
51%Attach test instruments to equipment, and read dials and gauges to diagnose malfunctions.
47%Inspect, test, and listen to defective equipment to diagnose malfunctions, using test instruments such as handheld computers, motor analyzers, chassis charts, or pressure gauges.
41%Perform routine maintenance such as changing oil, checking batteries, and lubricating equipment and machinery.

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 +$22,960(+38%) vs Bus and Truck Mechanics and Diesel Engine Specialists
Bus and Truck Mechanics and Diesel Engine SpecialistsSignal and Track Switch Repairers
10th
$41,670$57,410
25th
$49,240$75,680
Median
$60,640$83,600
75th
$73,690$95,620
90th
$85,980$104,860

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Bus and Truck Mechanics and Diesel Engine Specialists2028–2035
Signal and Track Switch Repairers2028–2035
20242030203520402045

Signal and Track Switch Repairers has a longer runway before significant displacement, projected 0 years later than Bus and Truck Mechanics and Diesel Engine Specialists.

Risk-Adjusted Salary

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

Bus and Truck Mechanics and Diesel Engine Specialists

$48,639

from $60,640

Signal and Track Switch Repairers

$68,753

from $83,600

After adjusting for AI risk, Signal and Track Switch Repairers offers $20,113 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Bus

0

Unique to Signal

Combined Protection Strategy

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

Decision Complexity
Fine Manipulation
Regulatory Barriers
Social Intelligence
Bus and Truck Mechanics and Diesel Engine SpecialistsSignal and Track Switch Repairers
Find transitions from Bus and Truck Mechanics and Diesel Engine SpecialistsFind transitions from Signal and Track Switch Repairers