54 shared · 10 different
core competencies
Side-by-Side Comparison
Floor Layers, Except Carpet, Wood, and Hard Tiles leads 2–1| Metric | Insulation Workers, Mechanical | Floor Layers, Except Carpet, Wood, and Hard Tiles |
|---|---|---|
| Risk Score | 18.5% | 18.0% |
| Risk Tier | Low Risk | Low Risk |
| Risk Percentile | 4th | 4th |
| Tasks at Risk (>50%) | 3 / 13 | 3 / 14 |
| Median Salary | $57,250 | $54,340 |
| Employment | 26K | 25K |
Skill Comparison
Sorted by largest difference
Protective Factors
Higher values indicate stronger protection against AI displacement
Insulation Workers, Mechanical
29%
total discount
Floor Layers, Except Carpet, Wood, and Hard Tiles
27%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Insulation Workers, Mechanical
3 of 13 at riskFloor Layers, Except Carpet, Wood, and Hard Tiles
3 of 14 at riskWage Comparison
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Floor Layers, Except Carpet, Wood, and Hard Tiles has a longer runway before significant displacement, projected 0 years later than Insulation Workers, Mechanical.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Insulation Workers, Mechanical
$46,676
from $57,250
Floor Layers, Except Carpet, Wood, and Hard Tiles
$44,548
from $54,340
After adjusting for AI risk, Insulation Workers, Mechanical offers $2,128 more in risk-adjusted pay.
Transition Feasibility
Skill Overlap
Low overlap — significant retraining needed for transition
Unique to Insulation
Unique to Floor
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors