Takeover Tracker
19%low risk
Automotive Specialty Technicians
vs

46 shared · 30 different

core competencies

16%low risk
Automotive Body and Related Repairers

Side-by-Side Comparison

MetricAutomotive Specialty TechniciansAutomotive Body and Related Repairers
Risk Score18.7%15.8%
Risk TierLow RiskLow Risk
Risk Percentile5th2th
Tasks at Risk (>50%)4 / 152 / 15
Median Salary$49,670$51,680
Employment689K155K

Skill Comparison

|

Sorted by largest difference

Mechanical
Repairing and Maintaining Electronic Equipment
Repairing and Maintaining Mechanical Equipment
Controlling Machines and Processes
Operating Vehicles, Mechanized Devices, or Equipment
Analyzing Data or Information
Interacting With Computers
Customer and Personal Service
Selling or Influencing Others
Hearing Sensitivity
Making Decisions and Solving Problems
Troubleshooting

Protective Factors

Higher values indicate stronger protection against AI displacement

Automotive Specialty Technicians

28%

total discount

Automotive Body and Related Repairers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Automotive Specialty Technicians

4 of 15 at risk
74%Estimate costs of vehicle repair.
59%Inspect vehicles for damage and record findings so that necessary repairs can be made.
55%Test electronic computer components in automobiles to ensure proper operation.
53%Troubleshoot fuel, ignition, and emissions control systems, using electronic testing equipment.
45%Align wheels, axles, frames, torsion bars, and steering mechanisms of automobiles, using special alignment equipment and wheel-balancing machines.

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 +$2,010(+4%) vs Automotive Specialty Technicians
Automotive Specialty TechniciansAutomotive Body and Related Repairers
10th
$33,660$36,390
25th
$38,140$45,000
Median
$49,670$51,680
75th
$65,660$64,780
90th
$80,850$87,040

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Automotive Specialty Technicians2028–2035
Automotive Body and Related Repairers2028–2035
20242030203520402045

Automotive Body and Related Repairers has a longer runway before significant displacement, projected 0 years later than Automotive Specialty Technicians.

Risk-Adjusted Salary

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

Automotive Specialty Technicians

$40,362

from $49,670

Automotive Body and Related Repairers

$43,520

from $51,680

After adjusting for AI risk, Automotive Body and Related Repairers offers $3,158 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Automotive

0

Unique to Automotive

Combined Protection Strategy

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

Fine Manipulation
Decision Complexity
Creativity
Regulatory Barriers
Automotive Specialty TechniciansAutomotive Body and Related Repairers
Find transitions from Automotive Specialty TechniciansFind transitions from Automotive Body and Related Repairers