low risk
Automotive Specialty Techniciansvs
47 shared · 25 different
core competencies
Side-by-Side Comparison
Automotive Specialty Technicians leads 5–0| Metric | Automotive Specialty Technicians | Coin, Vending, and Amusement Machine Servicers and Repairers |
|---|---|---|
| Risk Score | 18.7% | 30.1% |
| Risk Tier | Low Risk | Medium Risk |
| Risk Percentile | 5th | 39th |
| Tasks at Risk (>50%) | 4 / 15 | 7 / 15 |
| Median Salary | $49,670 | $47,350 |
| Employment | 689K | 28K |
Skill Comparison
|
Sorted by largest difference
Mechanical
Controlling Machines and Processes
Extent Flexibility
Operating Vehicles, Mechanized Devices, or Equipment
Hearing Sensitivity
Identifying Objects, Actions, and Events
Handling and Moving Objects
Speed of Closure
Analyzing Data or Information
Getting Information
Auditory Attention
Updating and Using Relevant Knowledge
Protective Factors
Higher values indicate stronger protection against AI displacement
Automotive Specialty Technicians
28%
total discount
Coin, Vending, and Amusement Machine Servicers and Repairers
25%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Automotive Specialty Technicians
4 of 15 at risk74%Estimate costs of vehicle repair.
59%Inspect vehicles for damage and record findings so that necessary repairs can be made.
55%Test electronic computer components in automobiles to ensure proper operation.
53%Troubleshoot fuel, ignition, and emissions control systems, using electronic testing equipment.
45%Align wheels, axles, frames, torsion bars, and steering mechanisms of automobiles, using special alignment equipment and wheel-balancing machines.
Coin, Vending, and Amusement Machine Servicers and Repairers
7 of 15 at risk87%Record transaction information on forms or logs, and notify designated personnel of discrepancies.
86%Keep records of merchandise distributed and money collected.
86%Maintain records of machine maintenance and repair.
86%Order parts needed for machine repairs.
85%Prepare repair cost estimates.
Wage Comparison
Coin, Vending, and Amusement Machine Servicers and Repairers earns -$2,320(-5%) vs Automotive Specialty Technicians
Automotive Specialty TechniciansCoin, Vending, and Amusement Machine Servicers and Repairers
10th
$33,660$31,420
25th
$38,140$38,580
Median
$49,670$47,350
75th
$65,660$56,290
90th
$80,850$64,720
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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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