Takeover Tracker

vs

48 shared · 8 different

core competencies

Side-by-Side Comparison

MetricCoin, Vending, and Amusement Machine Servicers and RepairersEngine and Other Machine Assemblers
Risk Score30.1%38.2%
Risk TierMedium RiskMedium Risk
Risk Percentile39th76th
Tasks at Risk (>50%)7 / 158 / 12
Median Salary$47,350$52,540
Employment28K38K

Skill Comparison

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Sorted by largest difference

Controlling Machines and Processes
Handling and Moving Objects
Computers and Electronics
Production and Processing
Performing General Physical Activities
Establishing and Maintaining Interpersonal Relationships
Thinking Creatively
Inspecting Equipment, Structures, or Material

Protective Factors

Higher values indicate stronger protection against AI displacement

Coin, Vending, and Amusement Machine Servicers and Repairers

25%

total discount

Engine and Other Machine Assemblers

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Engine and Other Machine Assemblers

8 of 12 at risk
84%Read and interpret assembly blueprints or specifications manuals and plan assembly or building operations.
63%Lay out and drill, ream, tap, or cut parts for assembly.
61%Set up and operate metalworking machines, such as milling or grinding machines, to shape or fabricate parts.
60%Verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers.
59%Inspect, operate, and test completed products to verify functioning, machine capabilities, or conformance to customer specifications.

Wage Comparison

Engine and Other Machine Assemblers earns +$5,190(+11%) vs Coin, Vending, and Amusement Machine Servicers and Repairers
Coin, Vending, and Amusement Machine Servicers and RepairersEngine and Other Machine Assemblers
10th
$31,420$37,950
25th
$38,580$42,790
Median
$47,350$52,540
75th
$56,290$70,050
90th
$64,720$74,300

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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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