medium risk
Machinistsvs
50 shared · 14 different
core competencies
Side-by-Side Comparison
Welders, Cutters, and Welder Fitters leads 4–1| Metric | Machinists | Welders, Cutters, and Welder Fitters |
|---|---|---|
| Risk Score | 36.8% | 21.4% |
| Risk Tier | Medium Risk | Low Risk |
| Risk Percentile | 71th | 10th |
| Tasks at Risk (>50%) | 9 / 15 | 5 / 15 |
| Median Salary | $56,150 | $51,000 |
| Employment | 299K | 424K |
Skill Comparison
|
Sorted by largest difference
Handling and Moving Objects
MathematicsAI-Vulnerable
Assisting and Caring for Others
Operating Vehicles, Mechanized Devices, or Equipment
Training and Teaching Others
Provide Consultation and Advice to Others
Coordinating the Work and Activities of Others
Controlling Machines and Processes
Performing General Physical Activities
Administration and Management
Guiding, Directing, and Motivating Subordinates
Coaching and Developing Others
Protective Factors
Higher values indicate stronger protection against AI displacement
Machinists
26%
total discount
Welders, Cutters, and Welder Fitters
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.
Welders, Cutters, and Welder Fitters
5 of 15 at risk84%Examine workpieces for defects and measure workpieces with straightedges or templates to ensure conformance with specifications.
77%Mark or tag material with proper job number, piece marks, and other identifying marks as required.
73%Select and install torches, torch tips, filler rods, and flux, according to welding chart specifications or types and thicknesses of metals.
57%Analyze engineering drawings, blueprints, specifications, sketches, work orders, and material safety data sheets to plan layout, assembly, and welding operations.
55%Determine required equipment and welding methods, applying knowledge of metallurgy, geometry, and welding techniques.
Wage Comparison
Welders, Cutters, and Welder Fitters earns -$5,150(-9%) vs Machinists
MachinistsWelders, Cutters, and Welder Fitters
10th
$38,100$38,130
25th
$46,250$45,580
Median
$56,150$51,000
75th
$64,910$61,610
90th
$78,760$75,850
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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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