Takeover Tracker

vs

59 shared · 20 different

core competencies

Side-by-Side Comparison

MetricBicycle RepairersHome Appliance Repairers
Risk Score19.2%17.0%
Risk TierLow RiskLow Risk
Risk Percentile5th2th
Tasks at Risk (>50%)2 / 154 / 15
Median Salary$40,360$49,410
Employment13K32K

Skill Comparison

|

Sorted by largest difference

Selling or Influencing Others
Assisting and Caring for Others
Operating Vehicles, Mechanized Devices, or Equipment
Mechanical
Controlling Machines and Processes
Computers and Electronics
Communicating with Supervisors, Peers, or Subordinates
Organizing, Planning, and Prioritizing Work
Communicating with Persons Outside Organization
Design
Guiding, Directing, and Motivating Subordinates
Provide Consultation and Advice to Others

Protective Factors

Higher values indicate stronger protection against AI displacement

Bicycle Repairers

31%

total discount

Home Appliance Repairers

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.

Home Appliance Repairers

4 of 15 at risk
88%Bill customers for repair work, and collect payment.
86%Record maintenance and repair work performed on appliances.
55%Provide repair cost estimates, and recommend whether appliance repair or replacement is a better choice.
51%Refer to schematic drawings, product manuals, and troubleshooting guides to diagnose and repair problems.
45%Conserve, recover, and recycle refrigerants used in cooling systems.

Wage Comparison

Home Appliance Repairers earns +$9,050(+22%) vs Bicycle Repairers
Bicycle RepairersHome Appliance Repairers
10th
$30,640$33,280
25th
$35,880$40,280
Median
$40,360$49,410
75th
$47,560$61,750
90th
$52,130$77,800

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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