69 shared · 11 different
core competencies
Side-by-Side Comparison
Mechanical Door Repairers leads 3–2| Metric | Mechanical Door Repairers | Pipe Fitters and Steamfitters |
|---|---|---|
| Risk Score | 14.7% | 17.8% |
| Risk Tier | Low Risk | Low Risk |
| Risk Percentile | 1th | 3th |
| Tasks at Risk (>50%) | 4 / 15 | 3 / 15 |
| Median Salary | $51,050 | $62,970 |
| Employment | 28K | 456K |
Skill Comparison
Sorted by largest difference
Protective Factors
Higher values indicate stronger protection against AI displacement
Mechanical Door Repairers
29%
total discount
Pipe Fitters and Steamfitters
29%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Mechanical Door Repairers
4 of 15 at riskPipe Fitters and Steamfitters
3 of 15 at riskWage Comparison
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Mechanical Door Repairers has a longer runway before significant displacement, projected 0 years later than Pipe Fitters and Steamfitters.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Mechanical Door Repairers
$43,535
from $51,050
Pipe Fitters and Steamfitters
$51,774
from $62,970
After adjusting for AI risk, Pipe Fitters and Steamfitters offers $8,238 more in risk-adjusted pay.
Transition Feasibility
Skill Overlap
Low overlap — significant retraining needed for transition
Unique to Mechanical
Unique to Pipe
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors