Takeover Tracker

vs

63 shared · 19 different

core competencies

Side-by-Side Comparison

MetricBicycle RepairersRecreational Vehicle Service Technicians
Risk Score19.2%17.8%
Risk TierLow RiskLow Risk
Risk Percentile5th4th
Tasks at Risk (>50%)2 / 152 / 15
Median Salary$40,360$50,540
Employment13K19K

Skill Comparison

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Sorted by largest difference

Selling or Influencing Others
Operating Vehicles, Mechanized Devices, or Equipment
Performing for or Working Directly with the Public
Sales and Marketing
Mechanical
MathematicsAI-Vulnerable
English Language
Assisting and Caring for Others
Evaluating Information to Determine Compliance with Standards
Extent Flexibility
Engineering and Technology
Guiding, Directing, and Motivating Subordinates

Protective Factors

Higher values indicate stronger protection against AI displacement

Bicycle Repairers

31%

total discount

Recreational Vehicle Service Technicians

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Bicycle Repairers

2 of 15 at risk
86%Order bicycle parts.
80%Estimate costs of repairing bicycles and write service tickets.
43%Clean and lubricate bicycle parts.
41%Assemble new bicycles.
41%Install new tires and tubes.

Recreational Vehicle Service Technicians

2 of 15 at risk
86%List parts needed, estimate costs, and plan work procedures, using parts lists, technical manuals, or diagrams.
53%Confer with customers, read work orders, or examine vehicles needing repair to determine the nature and extent of damage.
47%Connect electrical systems to outside power sources and activate switches to test the operation of appliances or light fixtures.
47%Connect water hoses to inlet pipes of plumbing systems and test operation of toilets or sinks.
39%Examine or test operation of parts or systems to ensure completeness of repairs.

Wage Comparison

Recreational Vehicle Service Technicians earns +$10,180(+25%) vs Bicycle Repairers
Bicycle RepairersRecreational Vehicle Service Technicians
10th
$30,640$35,480
25th
$35,880$43,370
Median
$40,360$50,540
75th
$47,560$63,300
90th
$52,130$76,650

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
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Bicycle Repairers: Not yetRecreational Vehicle Service Technicians: Not yet