Takeover Tracker

37%medium risk
Machinists
vs

68 shared · 16 different

core competencies

Side-by-Side Comparison

MetricMachinistsComputer-Controlled Machine Tool Operators, Metal and Plastic
Risk Score36.8%39.9%
Risk TierMedium RiskMedium Risk
Risk Percentile71th80th
Tasks at Risk (>50%)9 / 159 / 15
Median Salary$56,150N/A
Employment299KN/A

Skill Comparison

|

Sorted by largest difference

Physics
Hearing Sensitivity
Repairing and Maintaining Electronic Equipment
Auditory Attention
Interacting With Computers
Operation Monitoring
Quality Control Analysis
Documenting/Recording Information
MonitoringAI-Augmented
Updating and Using Relevant Knowledge
Critical ThinkingAI-Augmented
Monitor Processes, Materials, or Surroundings

Protective Factors

Higher values indicate stronger protection against AI displacement

Machinists

26%

total discount

Computer-Controlled Machine Tool Operators, Metal and Plastic

29%

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.

Computer-Controlled Machine Tool Operators, Metal and Plastic

9 of 15 at risk
88%Calculate machine speed and feed ratios and the size and position of cuts.
86%Transfer commands from servers to computer numerical control (CNC) modules, using computer network links.
86%Insert control instructions into machine control units to start operation.
84%Review program specifications or blueprints to determine and set machine operations and sequencing, finished workpiece dimensions, or numerical control sequences.
84%Monitor machine operation and control panel displays and compare readings to specifications to detect malfunctions.

Wage Comparison

MachinistsComputer-Controlled Machine Tool Operators, Metal and Plastic
10th
$38,100N/A
25th
$46,250N/A
Median
$56,150N/A
75th
$64,910N/A
90th
$78,760N/A

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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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Machinists: Not yetComputer-Controlled Machine Tool Operators, Metal and Plastic: Not yet