medium risk
Machinistsvs
52 shared · 10 different
core competencies
medium risk
Maintenance Workers, MachinerySide-by-Side Comparison
Maintenance Workers, Machinery leads 4–1| Metric | Machinists | Maintenance Workers, Machinery |
|---|---|---|
| Risk Score | 36.8% | 29.7% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 71th | 37th |
| Tasks at Risk (>50%) | 9 / 15 | 10 / 15 |
| Median Salary | $56,150 | $60,500 |
| Employment | 299K | 57K |
Skill Comparison
|
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
Machinists
26%
total discount
Maintenance Workers, Machinery
27%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Machinists
9 of 15 at risk86%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.
Maintenance Workers, Machinery
10 of 15 at risk88%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.
Wage Comparison
Maintenance Workers, Machinery earns +$4,350(+8%) vs Machinists
MachinistsMaintenance Workers, Machinery
10th
$38,100$40,080
25th
$46,250$48,600
Median
$56,150$60,500
75th
$64,910$72,260
90th
$78,760$83,560
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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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