Side-by-Side Comparison
Carpet Installers leads 5–0| Metric | Helpers--Carpenters | Carpet Installers |
|---|---|---|
| Risk Score | 23.8% | 15.5% |
| Risk Tier | Low Risk | Low Risk |
| Risk Percentile | 16th | 1th |
| Tasks at Risk (>50%) | 5 / 15 | 3 / 15 |
| Median Salary | $41,600 | $49,850 |
| Employment | 25K | 15K |
Skill Comparison
|
Sorted by largest difference
Building and Construction
Mechanical
Public Safety and Security
Transportation
Repairing and Maintaining Mechanical Equipment
English Language
MathematicsAI-Vulnerable
Communicating with Persons Outside Organization
Reaction Time
Handling and Moving Objects
Monitor Processes, Materials, or Surroundings
Trunk Strength
Protective Factors
Higher values indicate stronger protection against AI displacement
Helpers--Carpenters
29%
total discount
Carpet Installers
26%
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.
Carpet Installers
3 of 15 at risk87%Take measurements and study floor sketches to calculate the area to be carpeted and the amount of material needed.
85%Draw building diagrams and record dimensions.
57%Plan the layout of the carpet, allowing for expected traffic patterns and placing seams for best appearance and longest wear.
45%Clean up before and after installation, including vacuuming carpet and discarding remnant pieces.
9%Cut and install vinyl composition tile or vinyl base.
Wage Comparison
Carpet Installers earns +$8,250(+20%) vs Helpers--Carpenters
Helpers--CarpentersCarpet Installers
10th
$31,540$32,830
25th
$35,870$39,140
Median
$41,600$49,850
75th
$46,780$65,530
90th
$52,380$83,200
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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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