Takeover Tracker
vs

60 shared · 15 different

core competencies

Side-by-Side Comparison

MetricOutdoor Power Equipment and Other Small Engine MechanicsMaintenance and Repair Workers, General
Risk Score21.9%23.9%
Risk TierLow RiskLow Risk
Risk Percentile11th16th
Tasks at Risk (>50%)2 / 144 / 15
Median Salary$46,560$48,620
Employment34K1.5M

Skill Comparison

|

Sorted by largest difference

Updating and Using Relevant Knowledge
Building and Construction
Mechanical
Interacting With Computers
Repairing and Maintaining Mechanical Equipment
Transportation
Making Decisions and Solving Problems
Operating Vehicles, Mechanized Devices, or Equipment
Public Safety and Security
Handling and Moving Objects
Documenting/Recording Information
Processing Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Outdoor Power Equipment and Other Small Engine Mechanics

28%

total discount

Maintenance and Repair Workers, General

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Maintenance and Repair Workers, General

4 of 15 at risk
86%Order parts, supplies, or equipment from catalogs or suppliers.
58%Test and treat water supply.
55%Diagnose mechanical problems and determine how to correct them, checking blueprints, repair manuals, or parts catalogs, as necessary.
53%Plan and lay out repair work, using diagrams, drawings, blueprints, maintenance manuals, or schematic diagrams.
41%Inspect, operate, or test machinery or equipment to diagnose machine malfunctions.

Wage Comparison

Maintenance and Repair Workers, General earns +$2,060(+4%) vs Outdoor Power Equipment and Other Small Engine Mechanics
Outdoor Power Equipment and Other Small Engine MechanicsMaintenance and Repair Workers, General
10th
$33,600$33,860
25th
$38,260$39,050
Median
$46,560$48,620
75th
$56,080$61,710
90th
$64,540$76,110

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Outdoor Power Equipment and Other Small Engine Mechanics20282035
Maintenance and Repair Workers, General20282035
20242030203520402045

Outdoor Power Equipment and Other Small Engine Mechanics has a longer runway before significant displacement, projected 0 years later than Maintenance and Repair Workers, General.

Risk-Adjusted Salary

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

Outdoor Power Equipment and Other Small Engine Mechanics

$36,368

from $46,560

Maintenance and Repair Workers, General

$36,985

from $48,620

After adjusting for AI risk, Maintenance and Repair Workers, General offers $617 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Outdoor

0

Unique to Maintenance

Combined Protection Strategy

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

Decision Complexity
Creativity
Regulatory Barriers
Social Intelligence
Outdoor Power Equipment and Other Small Engine MechanicsMaintenance and Repair Workers, General