Takeover Tracker

vs

49 shared · 15 different

core competencies

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

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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

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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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