Takeover Tracker

vs

38 shared · 21 different

core competencies

Side-by-Side Comparison

MetricMotorcycle MechanicsTransportation Vehicle, Equipment and Systems Inspectors, Except Aviation
Risk Score20.3%40.1%
Risk TierLow RiskMedium Risk
Risk Percentile7th81th
Tasks at Risk (>50%)2 / 139 / 15
Median Salary$47,200$85,750
Employment14K23K

Skill Comparison

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Sorted by largest difference

Customer and Personal Service
Repairing and Maintaining Mechanical Equipment
Mechanical
Repairing and Maintaining Electronic Equipment
Evaluating Information to Determine Compliance with Standards
Repairing
MathematicsAI-Vulnerable
Manual DexterityAI-Resistant
Hearing Sensitivity
Operating Vehicles, Mechanized Devices, or Equipment
Monitor Processes, Materials, or Surroundings
Finger Dexterity

Protective Factors

Higher values indicate stronger protection against AI displacement

Motorcycle Mechanics

28%

total discount

Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Motorcycle Mechanics

2 of 13 at risk
78%Connect test panels to engines and measure generator output, ignition timing, or other engine performance indicators.
55%Listen to engines, examine vehicle frames, or confer with customers to determine nature and extent of malfunction or damage.
49%Mount, balance, change, or check condition or pressure of tires.
47%Install motorcycle accessories.
41%Disassemble subassembly units and examine condition, movement, or alignment of parts, visually or using gauges.

Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation

9 of 15 at risk
89%Compare emissions findings with applicable emissions standards.
89%Identify emissions testing procedures and standards appropriate for the age and technology of vehicles.
87%Prepare reports on investigations or inspections and actions taken.
87%Monitor or review output from systems, such as Thermal Imaging Units (TIU) or roadside imaging tools, to identify high risk commercial motor vehicles for follow-up inspections.
86%Issue notices and recommend corrective actions when infractions or problems are found.

Wage Comparison

Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation earns +$38,550(+82%) vs Motorcycle Mechanics
Motorcycle MechanicsTransportation Vehicle, Equipment and Systems Inspectors, Except Aviation
10th
$31,770$40,090
25th
$38,270$58,650
Median
$47,200$85,750
75th
$58,880$105,020
90th
$70,210$137,120

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Head-to-head task automation timeline
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