Takeover Tracker
24%low risk
Maintenance and Repair Workers, General
vs

49 shared · 15 different

core competencies

30%medium risk
Coin, Vending, and Amusement Machine Servicers and Repairers

Side-by-Side Comparison

MetricMaintenance and Repair Workers, GeneralCoin, Vending, and Amusement Machine Servicers and Repairers
Risk Score23.9%30.1%
Risk TierLow RiskMedium Risk
Risk Percentile16th39th
Tasks at Risk (>50%)4 / 157 / 15
Median Salary$48,620$47,350
Employment1.5M28K

Skill Comparison

|

Sorted by largest difference

Handling and Moving Objects
Computers and Electronics
Performing General Physical Activities
Establishing and Maintaining Interpersonal Relationships
Public Safety and Security
Performing for or Working Directly with the Public
Controlling Machines and Processes
Installation
Equipment MaintenanceAI-Resistant
Repairing
Trunk Strength
Information OrderingAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Maintenance and Repair Workers, General

26%

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

Maintenance and Repair Workers, General

4 of 15 at risk
86%Order parts, supplies, or equipment from catalogs or suppliers.
58%Test and treat water supply.
55%Diagnose mechanical problems and determine how to correct them, checking blueprints, repair manuals, or parts catalogs, as necessary.
53%Plan and lay out repair work, using diagrams, drawings, blueprints, maintenance manuals, or schematic diagrams.
41%Inspect, operate, or test machinery or equipment to diagnose machine malfunctions.

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 -$1,270(-3%) vs Maintenance and Repair Workers, General
Maintenance and Repair Workers, GeneralCoin, Vending, and Amusement Machine Servicers and Repairers
10th
$33,860$31,420
25th
$39,050$38,580
Median
$48,620$47,350
75th
$61,710$56,290
90th
$76,110$64,720

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Maintenance and Repair Workers, General2028–2035
Coin, Vending, and Amusement Machine Servicers and Repairers2028–2035
20242030203520402045

Maintenance and Repair Workers, General 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%)

Maintenance and Repair Workers, General

$36,985

from $48,620

Coin, Vending, and Amusement Machine Servicers and Repairers

$33,107

from $47,350

After adjusting for AI risk, Maintenance and Repair Workers, General offers $3,878 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Maintenance

0

Unique to Coin,

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Creativity
Decision Complexity
Maintenance and Repair Workers, GeneralCoin, Vending, and Amusement Machine Servicers and Repairers
Find transitions from Maintenance and Repair Workers, GeneralFind transitions from Coin, Vending, and Amusement Machine Servicers and Repairers