Takeover Tracker
25%low risk
Wind Turbine Service Technicians
vs

76 shared · 13 different

core competencies

20%low risk
Automotive Master Mechanics

Side-by-Side Comparison

MetricWind Turbine Service TechniciansAutomotive Master Mechanics
Risk Score24.7%19.7%
Risk TierLow RiskLow Risk
Risk Percentile18th6th
Tasks at Risk (>50%)5 / 134 / 15
Median Salary$62,580$49,670
Employment11K689K

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

Wind Turbine Service Technicians

30%

total discount

Automotive Master Mechanics

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

Automotive Master Mechanics earns -$12,910(-21%) vs Wind Turbine Service Technicians
Wind Turbine Service TechniciansAutomotive Master Mechanics
10th
$49,110$33,660
25th
$58,910$38,140
Median
$62,580$49,670
75th
$75,640$65,660
90th
$88,090$80,850

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Wind Turbine Service Technicians2028–2035
Automotive Master Mechanics2028–2035
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%)

Wind Turbine Service Technicians

$47,116

from $62,580

Automotive Master Mechanics

$39,865

from $49,670

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 Wind

0

Unique to Automotive

Combined Protection Strategy

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

Social Intelligence
Regulatory Barriers
Decision Complexity
Fine Manipulation
Wind Turbine Service TechniciansAutomotive Master Mechanics
Find transitions from Wind Turbine Service TechniciansFind transitions from Automotive Master Mechanics