medium risk
Structural Metal Fabricators and Fittersvs
42 shared · 12 different
core competencies
medium risk
Engine and Other Machine AssemblersSide-by-Side Comparison
Structural Metal Fabricators and Fitters leads 4–1| Metric | Structural Metal Fabricators and Fitters | Engine and Other Machine Assemblers |
|---|---|---|
| Risk Score | 29.4% | 38.2% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 35th | 76th |
| Tasks at Risk (>50%) | 6 / 15 | 8 / 12 |
| Median Salary | $49,900 | $52,540 |
| Employment | 53K | 38K |
Skill Comparison
|
Sorted by largest difference
Building and Construction
Handling and Moving Objects
Design
MathematicsAI-Vulnerable
Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
Quality Control Analysis
Customer and Personal Service
Operation Monitoring
Updating and Using Relevant Knowledge
Flexibility of Closure
Extent Flexibility
Performing General Physical Activities
Protective Factors
Higher values indicate stronger protection against AI displacement
Structural Metal Fabricators and Fitters
24%
total discount
Engine and Other Machine Assemblers
26%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Structural Metal Fabricators and Fitters
6 of 15 at risk63%Set up and operate fabricating machines, such as brakes, rolls, shears, flame cutters, grinders, and drill presses, to bend, cut, form, punch, drill, or otherwise form and assemble metal components.
57%Tack-weld fitted parts together.
57%Lift or move materials and finished products, using large cranes.
53%Study engineering drawings and blueprints to determine materials requirements and task sequences.
53%Lay out and examine metal stock or workpieces to be processed to ensure that specifications are met.
Engine and Other Machine Assemblers
8 of 12 at risk84%Read and interpret assembly blueprints or specifications manuals and plan assembly or building operations.
63%Lay out and drill, ream, tap, or cut parts for assembly.
61%Set up and operate metalworking machines, such as milling or grinding machines, to shape or fabricate parts.
60%Verify conformance of parts to stock lists or blueprints, using measuring instruments, such as calipers, gauges, or micrometers.
59%Inspect, operate, and test completed products to verify functioning, machine capabilities, or conformance to customer specifications.
Wage Comparison
Engine and Other Machine Assemblers earns +$2,640(+5%) vs Structural Metal Fabricators and Fitters
Structural Metal Fabricators and FittersEngine and Other Machine Assemblers
10th
$37,370$37,950
25th
$44,290$42,790
Median
$49,900$52,540
75th
$59,810$70,050
90th
$70,510$74,300
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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