Takeover Tracker
20%low risk
Automotive Master Mechanics
vs

76 shared · 13 different

core competencies

25%low risk
Wind Turbine Service Technicians

Side-by-Side Comparison

MetricAutomotive Master MechanicsWind Turbine Service Technicians
Risk Score19.7%24.7%
Risk TierLow RiskLow Risk
Risk Percentile6th18th
Tasks at Risk (>50%)4 / 155 / 13
Median Salary$49,670$62,580
Employment689K11K

Skill Comparison

|

Sorted by largest difference

Performing General Physical Activities
Extent Flexibility
Updating and Using Relevant Knowledge
Mechanical
Hearing Sensitivity
Gross Body Equilibrium
Customer and Personal Service
Public Safety and Security
Computers and Electronics
Physics
Analyzing Data or Information
Resolving Conflicts and Negotiating with Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Automotive Master Mechanics

31%

total discount

Wind Turbine Service Technicians

30%

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.

Wind Turbine Service Technicians

5 of 13 at risk
88%Collect turbine data for testing or research and analysis.
86%Maintain tool and spare parts inventories required for repair, installation, or replacement services.
65%Start or restart wind turbine generator systems to ensure proper operations.
57%Operate manufacturing equipment to fabricate wind turbines.
51%Diagnose problems involving wind turbine generators or control systems.

Wage Comparison

Wind Turbine Service Technicians earns +$12,910(+26%) vs Automotive Master Mechanics
Automotive Master MechanicsWind Turbine Service Technicians
10th
$33,660$49,110
25th
$38,140$58,910
Median
$49,670$62,580
75th
$65,660$75,640
90th
$80,850$88,090

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Automotive Master Mechanics2028–2035
Wind Turbine Service Technicians2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Automotive Master Mechanics

$39,865

from $49,670

Wind Turbine Service Technicians

$47,116

from $62,580

After adjusting for AI risk, Wind Turbine Service Technicians offers $7,251 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Automotive

0

Unique to Wind

Combined Protection Strategy

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

Social Intelligence
Regulatory Barriers
Decision Complexity
Fine Manipulation
Automotive Master MechanicsWind Turbine Service Technicians
Find transitions from Automotive Master MechanicsFind transitions from Wind Turbine Service Technicians