Takeover Tracker

Side-by-Side Comparison

MetricEngine and Other Machine AssemblersMilling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
Risk Score38.2%41.6%
Risk TierMedium RiskMedium Risk
Risk Percentile76th84th
Tasks at Risk (>50%)8 / 127 / 15
Median Salary$52,540$48,310
Employment38K14K

Skill Comparison

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Sorted by largest difference

Handling and Moving Objects
Performing General Physical Activities
Customer and Personal Service
Repairing and Maintaining Mechanical Equipment
Mechanical
Interacting With Computers
Updating and Using Relevant Knowledge

Protective Factors

Higher values indicate stronger protection against AI displacement

Engine and Other Machine Assemblers

26%

total discount

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

7 of 15 at risk
88%Compute dimensions, tolerances, and angles of workpieces or machines, according to specifications and knowledge of metal properties and shop mathematics.
88%Record production output.
86%Select cutting speeds, feed rates, and depths of cuts, applying knowledge of metal properties and shop mathematics.
84%Study blueprints, layouts, sketches, or work orders to assess workpiece specifications and to determine tooling instructions, tools and materials needed, and sequences of operations.
57%Observe milling or planing machine operation and adjust controls to ensure conformance with specified tolerances.

Wage Comparison

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic earns -$4,230(-8%) vs Engine and Other Machine Assemblers
Engine and Other Machine AssemblersMilling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
10th
$37,950$36,810
25th
$42,790$41,650
Median
$52,540$48,310
75th
$70,050$61,290
90th
$74,300$75,000

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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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Engine and Other Machine Assemblers: Not yetMilling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic: Not yet