low risk
Helpers--Carpentersvs
50 shared · 10 different
core competencies
medium risk
Structural Metal Fabricators and FittersSide-by-Side Comparison
Helpers--Carpenters leads 4–1| Metric | Helpers--Carpenters | Structural Metal Fabricators and Fitters |
|---|---|---|
| Risk Score | 23.8% | 29.4% |
| Risk Tier | Low Risk | Medium Risk |
| Risk Percentile | 16th | 35th |
| Tasks at Risk (>50%) | 5 / 15 | 6 / 15 |
| Median Salary | $41,600 | $49,900 |
| Employment | 25K | 53K |
Skill Comparison
|
Sorted by largest difference
Performing General Physical Activities
Building and Construction
Public Safety and Security
Organizing, Planning, and Prioritizing Work
Handling and Moving Objects
Transportation
Customer and Personal Service
English Language
Extent Flexibility
Evaluating Information to Determine Compliance with Standards
Protective Factors
Higher values indicate stronger protection against AI displacement
Helpers--Carpenters
29%
total discount
Structural Metal Fabricators and Fitters
24%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Helpers--Carpenters
5 of 15 at risk63%Hold plumb bobs, sighting rods, or other equipment to aid in establishing reference points and lines.
57%Cut timbers, lumber, or paneling to specified dimensions.
57%Smooth or sand surfaces to remove ridges, tool marks, glue, or caulking.
53%Glue and clamp edges or joints of assembled parts.
51%Perform tie spacing layout and measure, mark, drill or cut.
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.
Wage Comparison
Structural Metal Fabricators and Fitters earns +$8,300(+20%) vs Helpers--Carpenters
Helpers--CarpentersStructural Metal Fabricators and Fitters
10th
$31,540$37,370
25th
$35,870$44,290
Median
$41,600$49,900
75th
$46,780$59,810
90th
$52,380$70,510
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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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