57 shared · 13 different
core competencies
Side-by-Side Comparison
Pipe Fitters and Steamfitters leads 4–1| Metric | Pipe Fitters and Steamfitters | Refractory Materials Repairers, Except Brickmasons |
|---|---|---|
| Risk Score | 17.8% | 20.1% |
| Risk Tier | Low Risk | Low Risk |
| Risk Percentile | 3th | 7th |
| Tasks at Risk (>50%) | 3 / 15 | 2 / 15 |
| Median Salary | $62,970 | $58,540 |
| Employment | 456K | 1K |
Skill Comparison
Sorted by largest difference
Protective Factors
Higher values indicate stronger protection against AI displacement
Pipe Fitters and Steamfitters
29%
total discount
Refractory Materials Repairers, Except Brickmasons
25%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Pipe Fitters and Steamfitters
3 of 15 at riskRefractory Materials Repairers, Except Brickmasons
2 of 15 at riskWage Comparison
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Pipe Fitters and Steamfitters has a longer runway before significant displacement, projected 0 years later than Refractory Materials Repairers, Except Brickmasons.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Pipe Fitters and Steamfitters
$51,774
from $62,970
Refractory Materials Repairers, Except Brickmasons
$46,768
from $58,540
After adjusting for AI risk, Pipe Fitters and Steamfitters offers $5,006 more in risk-adjusted pay.
Transition Feasibility
Skill Overlap
Low overlap — significant retraining needed for transition
Unique to Pipe
Unique to Refractory
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors