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

47 shared · 22 different

core competencies

16%low risk
Automotive Body and Related Repairers

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

|

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Bus and Truck Mechanics and Diesel Engine Specialists2028–2035
Automotive Body and Related Repairers2028–2035
20242030203520402045

Automotive Body and Related 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

Automotive Body and Related Repairers

$43,520

from $51,680

After adjusting for AI risk, Bus and Truck Mechanics and Diesel Engine Specialists offers $5,120 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Bus

0

Unique to Automotive

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Regulatory Barriers
Social Intelligence
Bus and Truck Mechanics and Diesel Engine SpecialistsAutomotive Body and Related Repairers
Find transitions from Bus and Truck Mechanics and Diesel Engine SpecialistsFind transitions from Automotive Body and Related Repairers