Takeover Tracker

vs

53 shared · 16 different

core competencies

37%medium risk
Machinists

Side-by-Side Comparison

MetricIndustrial Machinery MechanicsMachinists
Risk Score24.0%36.8%
Risk TierLow RiskMedium Risk
Risk Percentile16th71th
Tasks at Risk (>50%)7 / 159 / 15
Median Salary$63,760$56,150
Employment422K299K

Skill Comparison

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Sorted by largest difference

Repairing and Maintaining Mechanical Equipment
Repairing
Equipment MaintenanceAI-Resistant
Mechanical
Troubleshooting
Performing General Physical Activities
Hearing Sensitivity
Operating Vehicles, Mechanized Devices, or Equipment
Handling and Moving Objects
Engineering and Technology
Processing Information
Operation Monitoring

Protective Factors

Higher values indicate stronger protection against AI displacement

Industrial Machinery Mechanics

27%

total discount

Machinists

26%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Industrial Machinery Mechanics

7 of 15 at risk
87%Record parts or materials used and order or requisition new parts or materials as necessary.
86%Record repairs and maintenance performed.
85%Assign work schedules to work crews.
75%Enter codes and instructions to program computer-controlled machinery.
57%Study blueprints or manufacturers' manuals to determine correct installation or operation of machinery.

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 -$7,610(-12%) vs Industrial Machinery Mechanics
Industrial Machinery MechanicsMachinists
10th
$45,090$38,100
25th
$52,710$46,250
Median
$63,760$56,150
75th
$78,070$64,910
90th
$92,730$78,760

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Head-to-head task automation timeline
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