Takeover Tracker

vs

52 shared · 10 different

core competencies

37%medium risk
Machinists

Side-by-Side Comparison

MetricMaintenance Workers, MachineryMachinists
Risk Score29.7%36.8%
Risk TierMedium RiskMedium Risk
Risk Percentile37th71th
Tasks at Risk (>50%)10 / 159 / 15
Median Salary$60,500$56,150
Employment57K299K

Skill Comparison

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Sorted by largest difference

Repairing and Maintaining Mechanical Equipment
Equipment MaintenanceAI-Resistant
Repairing
Repairing and Maintaining Electronic Equipment
MathematicsAI-Vulnerable
Monitor Processes, Materials, or Surroundings
Performing General Physical Activities
Mechanical
Processing Information
Troubleshooting

Protective Factors

Higher values indicate stronger protection against AI displacement

Maintenance Workers, Machinery

27%

total discount

Machinists

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Maintenance Workers, Machinery

10 of 15 at risk
88%Inventory and requisition machine parts, equipment, and other supplies so that stock can be maintained and replenished.
86%Read work orders and specifications to determine machines and equipment requiring repair or maintenance.
86%Record production, repair, and machine maintenance information.
61%Transport machine parts, tools, equipment, and other material between work areas and storage, using cranes, hoists, or dollies.
57%Set up and operate machines, and adjust controls to regulate operations.

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.

Wage Comparison

Machinists earns -$4,350(-7%) vs Maintenance Workers, Machinery
Maintenance Workers, MachineryMachinists
10th
$40,080$38,100
25th
$48,600$46,250
Median
$60,500$56,150
75th
$72,260$64,910
90th
$83,560$78,760

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