Takeover Tracker

Side-by-Side Comparison

MetricMobile Heavy Equipment Mechanics, Except EnginesComputer-Controlled Machine Tool Operators, Metal and Plastic
Risk Score21.1%39.9%
Risk TierLow RiskMedium Risk
Risk Percentile9th80th
Tasks at Risk (>50%)4 / 159 / 15
Median Salary$63,980N/A
Employment180KN/A

Skill Comparison

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Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Repairing and Maintaining Mechanical Equipment
Extent Flexibility
Mechanical
Repairing
Performing General Physical Activities
Troubleshooting
Production and Processing
Equipment MaintenanceAI-Resistant
Repairing and Maintaining Electronic Equipment
MonitoringAI-Augmented
Chemistry

Protective Factors

Higher values indicate stronger protection against AI displacement

Mobile Heavy Equipment Mechanics, Except Engines

30%

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

Mobile Heavy Equipment Mechanics, Except Engines

4 of 15 at risk
86%Read and understand operating manuals, blueprints, and technical drawings.
86%Research, order, and maintain parts inventory for services and repairs.
86%Schedule maintenance for industrial machines and equipment, and keep equipment service records.
53%Diagnose faults or malfunctions to determine required repairs, using engine diagnostic equipment such as computerized test equipment and calibration devices.
47%Examine parts for damage or excessive wear, using micrometers and gauges.

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

Mobile Heavy Equipment Mechanics, Except EnginesComputer-Controlled Machine Tool Operators, Metal and Plastic
10th
$45,450N/A
25th
$53,500N/A
Median
$63,980N/A
75th
$78,090N/A
90th
$92,360N/A

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Head-to-head task automation timeline
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Combined protective factor strategy
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Mobile Heavy Equipment Mechanics, Except Engines: Not yetComputer-Controlled Machine Tool Operators, Metal and Plastic: Not yet