Takeover Tracker
20%low risk
Automotive Master Mechanics
vs

71 shared · 14 different

core competencies

19%low risk
Automotive Specialty Technicians

Side-by-Side Comparison

MetricAutomotive Master MechanicsAutomotive Specialty Technicians
Risk Score19.7%18.7%
Risk TierLow RiskLow Risk
Risk Percentile6th5th
Tasks at Risk (>50%)4 / 154 / 15
Median Salary$49,670$49,670
Employment689K689K

Skill Comparison

|

Sorted by largest difference

Updating and Using Relevant Knowledge
Evaluating Information to Determine Compliance with Standards
Thinking Creatively
Handling and Moving Objects
Equipment MaintenanceAI-Resistant
Repairing and Maintaining Electronic Equipment
Repairing and Maintaining Mechanical Equipment
Operation Monitoring
Establishing and Maintaining Interpersonal Relationships
Making Decisions and Solving Problems
Inspecting Equipment, Structures, or Material
Mechanical

Protective Factors

Higher values indicate stronger protection against AI displacement

Automotive Master Mechanics

31%

total discount

Automotive Specialty Technicians

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Automotive Master Mechanics

4 of 15 at risk
74%Follow checklists to ensure all important parts are examined, including belts, hoses, steering systems, spark plugs, brake and fuel systems, wheel bearings, and other potentially troublesome areas.
55%Perform routine and scheduled maintenance services, such as oil changes, lubrications, and tune-ups.
53%Maintain cleanliness of work area.
52%Plan work procedures, using charts, technical manuals, and experience.
45%Align vehicles' front ends.

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.

Wage Comparison

Automotive Specialty Technicians earns $0(0%) vs Automotive Master Mechanics
Automotive Master MechanicsAutomotive Specialty Technicians
10th
$33,660$33,660
25th
$38,140$38,140
Median
$49,670$49,670
75th
$65,660$65,660
90th
$80,850$80,850

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Automotive Master Mechanics2028–2035
Automotive Specialty Technicians2028–2035
20242030203520402045

Automotive Specialty Technicians has a longer runway before significant displacement, projected 0 years later than Automotive Master Mechanics.

Risk-Adjusted Salary

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

Automotive Master Mechanics

$39,865

from $49,670

Automotive Specialty Technicians

$40,362

from $49,670

After adjusting for AI risk, Automotive Specialty Technicians offers $497 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

Creativity
Social Intelligence
Decision Complexity
Fine Manipulation
Automotive Master MechanicsAutomotive Specialty Technicians
Find transitions from Automotive Master MechanicsFind transitions from Automotive Specialty Technicians