Takeover Tracker

vs

47 shared · 22 different

core competencies

Side-by-Side Comparison

MetricBus and Truck Mechanics and Diesel Engine SpecialistsAutomotive Body and Related Repairers
Risk Score19.8%15.8%
Risk TierLow RiskLow Risk
Risk Percentile6th2th
Tasks at Risk (>50%)3 / 152 / 15
Median Salary$60,640$51,680
Employment287K155K

Skill Comparison

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Sorted by largest difference

Repairing and Maintaining Mechanical Equipment
Mechanical
Transportation
Repairing and Maintaining Electronic Equipment
Documenting/Recording Information
Operating Vehicles, Mechanized Devices, or Equipment
Inspecting Equipment, Structures, or Material
Engineering and Technology
Hearing Sensitivity
Getting Information
Communicating with Supervisors, Peers, or Subordinates
Identifying Objects, Actions, and Events

Protective Factors

Higher values indicate stronger protection against AI displacement

Bus and Truck Mechanics and Diesel Engine Specialists

29%

total discount

Automotive Body and Related Repairers

26%

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.

Automotive Body and Related Repairers

2 of 15 at risk
78%Follow supervisors' instructions as to which parts to restore or replace and how much time the job should take.
59%Review damage reports, prepare or review repair cost estimates, and plan work to be performed.
47%Mix polyester resins and hardeners to be used in restoring damaged areas.
35%Inspect repaired vehicles for proper functioning, completion of work, dimensional accuracy, and overall appearance of paint job, and test drive vehicles to ensure proper alignment and handling.
31%Read specifications or confer with customers to determine the desired custom modifications for altering the appearance of vehicles.

Wage Comparison

Automotive Body and Related Repairers earns -$8,960(-15%) vs Bus and Truck Mechanics and Diesel Engine Specialists
Bus and Truck Mechanics and Diesel Engine SpecialistsAutomotive Body and Related Repairers
10th
$41,670$36,390
25th
$49,240$45,000
Median
$60,640$51,680
75th
$73,690$64,780
90th
$85,980$87,040

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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