Automotive Specialty Technicians vs Coin, Vending, and Amusement Machine Servicers and Repairers AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Automotive Specialty Technicians

47 shared · 25 different

core competencies

medium risk

Coin, Vending, and Amusement Machine Servicers and Repairers

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 risk

74%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 risk

87%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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Automotive Specialty Technicians2028–2035

Coin, Vending, and Amusement Machine Servicers and Repairers2028–2035

20242030203520402045

Automotive Specialty Technicians has a longer runway before significant displacement, projected 0 years later than Coin, Vending, and Amusement Machine Servicers and Repairers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Automotive Specialty Technicians

$40,362

from $49,670

Coin, Vending, and Amusement Machine Servicers and Repairers

$33,107

from $47,350

After adjusting for AI risk, Automotive Specialty Technicians offers $7,255 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Automotive

Unique to Coin,

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Decision Complexity

Fine Manipulation

Social Intelligence

Creativity

Automotive Specialty TechniciansCoin, Vending, and Amusement Machine Servicers and Repairers

Find transitions from Automotive Specialty Technicians Find transitions from Coin, Vending, and Amusement Machine Servicers and Repairers