Takeover Tracker

vs

49 shared · 25 different

core competencies

Side-by-Side Comparison

MetricHome Appliance RepairersAutomotive Body and Related Repairers
Risk Score17.0%15.8%
Risk TierLow RiskLow Risk
Risk Percentile2th2th
Tasks at Risk (>50%)4 / 152 / 15
Median Salary$49,410$51,680
Employment32K155K

Skill Comparison

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Sorted by largest difference

Performing for or Working Directly with the Public
Communicating with Persons Outside Organization
Customer and Personal Service
Repairing and Maintaining Electronic Equipment
Handling and Moving Objects
Repairing and Maintaining Mechanical Equipment
Computers and Electronics
Updating and Using Relevant Knowledge
Making Decisions and Solving Problems
Administration and Management
Equipment MaintenanceAI-Resistant
Troubleshooting

Protective Factors

Higher values indicate stronger protection against AI displacement

Home Appliance Repairers

29%

total discount

Automotive Body and Related Repairers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Automotive Body and Related Repairers

2 of 15 at risk
78%Follow supervisors' instructions as to which parts to restore or replace and how much time the job should take.
59%Review damage reports, prepare or review repair cost estimates, and plan work to be performed.
47%Mix polyester resins and hardeners to be used in restoring damaged areas.
35%Inspect repaired vehicles for proper functioning, completion of work, dimensional accuracy, and overall appearance of paint job, and test drive vehicles to ensure proper alignment and handling.
31%Read specifications or confer with customers to determine the desired custom modifications for altering the appearance of vehicles.

Wage Comparison

Automotive Body and Related Repairers earns +$2,270(+5%) vs Home Appliance Repairers
Home Appliance RepairersAutomotive Body and Related Repairers
10th
$33,280$36,390
25th
$40,280$45,000
Median
$49,410$51,680
75th
$61,750$64,780
90th
$77,800$87,040

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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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