Takeover Tracker
20%low risk
Automotive Master Mechanics
vs

59 shared · 23 different

core competencies

22%low risk
Outdoor Power Equipment and Other Small Engine Mechanics

Side-by-Side Comparison

MetricAutomotive Master MechanicsOutdoor Power Equipment and Other Small Engine Mechanics
Risk Score19.7%21.9%
Risk TierLow RiskLow Risk
Risk Percentile6th11th
Tasks at Risk (>50%)4 / 152 / 14
Median Salary$49,670$46,560
Employment689K34K

Skill Comparison

|

Sorted by largest difference

Repairing and Maintaining Electronic Equipment
Analyzing Data or Information
Handling and Moving Objects
Updating and Using Relevant Knowledge
Evaluating Information to Determine Compliance with Standards
Extent Flexibility
Mechanical
Computers and Electronics
Monitor Processes, Materials, or Surroundings
Getting Information
Operation Monitoring
Hearing Sensitivity

Protective Factors

Higher values indicate stronger protection against AI displacement

Automotive Master Mechanics

31%

total discount

Outdoor Power Equipment and Other Small Engine Mechanics

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.

Outdoor Power Equipment and Other Small Engine Mechanics

2 of 14 at risk
86%Record repairs made, time spent, and parts used.
51%Test and inspect engines to determine malfunctions, to locate missing and broken parts, and to verify repairs, using diagnostic instruments.
47%Perform routine maintenance such as cleaning and oiling parts, honing cylinders, and tuning ignition systems.
47%Reassemble engines after repair or maintenance work is complete.
47%Remove engines from equipment, and position and bolt engines to repair stands.

Wage Comparison

Outdoor Power Equipment and Other Small Engine Mechanics earns -$3,110(-6%) vs Automotive Master Mechanics
Automotive Master MechanicsOutdoor Power Equipment and Other Small Engine Mechanics
10th
$33,660$33,600
25th
$38,140$38,260
Median
$49,670$46,560
75th
$65,660$56,080
90th
$80,850$64,540

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Automotive Master Mechanics2028–2035
Outdoor Power Equipment and Other Small Engine Mechanics2028–2035
20242030203520402045

Automotive Master Mechanics has a longer runway before significant displacement, projected 0 years later than Outdoor Power Equipment and Other Small Engine Mechanics.

Risk-Adjusted Salary

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

Automotive Master Mechanics

$39,865

from $49,670

Outdoor Power Equipment and Other Small Engine Mechanics

$36,368

from $46,560

After adjusting for AI risk, Automotive Master Mechanics offers $3,497 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Automotive

0

Unique to Outdoor

Combined Protection Strategy

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

Social Intelligence
Regulatory Barriers
Decision Complexity
Creativity
Automotive Master MechanicsOutdoor Power Equipment and Other Small Engine Mechanics
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Automotive Master Mechanics vs Outdoor Power Equipment and Other Small Engine Mechanics AI Risk — Takeover Tracker