Takeover Tracker

vs

65 shared · 13 different

core competencies

Side-by-Side Comparison

MetricHome Appliance RepairersAutomotive and Watercraft Service Attendants
Risk Score17.0%34.6%
Risk TierLow RiskMedium Risk
Risk Percentile2th65th
Tasks at Risk (>50%)4 / 156 / 15
Median Salary$49,410$34,850
Employment32K98K

Skill Comparison

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Sorted by largest difference

Controlling Machines and Processes
Troubleshooting
Quality Control Analysis
Repairing
Handling and Moving Objects
Operation Monitoring
MathematicsAI-Vulnerable
Computers and Electronics
Arm-Hand Steadiness
Sales and Marketing
Clerical
Problem Sensitivity

Protective Factors

Higher values indicate stronger protection against AI displacement

Home Appliance Repairers

29%

total discount

Automotive and Watercraft Service Attendants

27%

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 and Watercraft Service Attendants

6 of 15 at risk
88%Prepare daily reports of fuel, oil, and accessory sales.
87%Collect cash payments from customers and make change or charge purchases to customers' credit cards and provide customers with receipts.
77%Order stock and price and shelve incoming goods.
69%Operate car washes.
61%Maintain customer records and follow up periodically with telephone, mail, or personal reminders of services due.

Wage Comparison

Automotive and Watercraft Service Attendants earns -$14,560(-29%) vs Home Appliance Repairers
Home Appliance RepairersAutomotive and Watercraft Service Attendants
10th
$33,280$27,870
25th
$40,280$30,600
Median
$49,410$34,850
75th
$61,750$38,430
90th
$77,800$45,240

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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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