56 shared · 24 different
core competencies
Side-by-Side Comparison
Highway Maintenance Workers leads 4–1| Metric | Highway Maintenance Workers | Operating Engineers and Other Construction Equipment Operators |
|---|---|---|
| Risk Score | 22.3% | 23.0% |
| Risk Tier | Low Risk | Low Risk |
| Risk Percentile | 12th | 14th |
| Tasks at Risk (>50%) | 3 / 15 | 6 / 15 |
| Median Salary | $49,070 | $58,710 |
| Employment | 152K | 469K |
Skill Comparison
Sorted by largest difference
Protective Factors
Higher values indicate stronger protection against AI displacement
Highway Maintenance Workers
27%
total discount
Operating Engineers and Other Construction Equipment Operators
25%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Highway Maintenance Workers
3 of 15 at riskOperating Engineers and Other Construction Equipment Operators
6 of 15 at riskWage Comparison
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Highway Maintenance Workers has a longer runway before significant displacement, projected 0 years later than Operating Engineers and Other Construction Equipment Operators.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Highway Maintenance Workers
$38,118
from $49,070
Operating Engineers and Other Construction Equipment Operators
$45,195
from $58,710
After adjusting for AI risk, Operating Engineers and Other Construction Equipment Operators offers $7,077 more in risk-adjusted pay.
Transition Feasibility
Skill Overlap
Low overlap — significant retraining needed for transition
Unique to Highway
Unique to Operating
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors