Takeover Tracker

37%medium risk
Machinists
vs

56 shared · 3 different

core competencies

Side-by-Side Comparison

MetricMachinistsMultiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Risk Score36.8%38.1%
Risk TierMedium RiskMedium Risk
Risk Percentile71th75th
Tasks at Risk (>50%)9 / 155 / 15
Median Salary$56,150$46,060
Employment299K130K

Skill Comparison

|

Sorted by largest difference

Thinking Creatively
Controlling Machines and Processes
Establishing and Maintaining Interpersonal Relationships

Protective Factors

Higher values indicate stronger protection against AI displacement

Machinists

26%

total discount

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Machinists

9 of 15 at risk
86%Program computers or electronic instruments, such as numerically controlled machine tools.
84%Study sample parts, blueprints, drawings, or engineering information to determine methods or sequences of operations needed to fabricate products.
70%Calculate dimensions or tolerances, using instruments such as micrometers or vernier calipers.
63%Monitor the feed and speed of machines during the machining process.
57%Measure, examine, or test completed units to check for defects and ensure conformance to specifications, using precision instruments, such as micrometers.

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

5 of 15 at risk
86%Write programs for computer numerical control (CNC) machines to cut metal and plastic materials.
84%Read blueprints or job orders to determine product specifications and tooling instructions and to plan operational sequences.
67%Compute data, such as gear dimensions or machine settings, applying knowledge of shop mathematics.
57%Inspect workpieces for defects, and measure workpieces to determine accuracy of machine operation, using rules, templates, or other measuring instruments.
53%Observe machine operation to detect workpiece defects or machine malfunctions, adjusting machines as necessary.

Wage Comparison

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic earns -$10,090(-18%) vs Machinists
MachinistsMultiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
10th
$38,100$34,130
25th
$46,250$38,320
Median
$56,150$46,060
75th
$64,910$56,220
90th
$78,760$72,850

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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