32 shared · 40 different
core competencies
Side-by-Side Comparison
Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products leads 3–1| Metric | Sales Engineers | Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products |
|---|---|---|
| Risk Score | 31.2% | 31.1% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 45th | 45th |
| Tasks at Risk (>50%) | 7 / 15 | 6 / 15 |
| Median Salary | $121,520 | $66,780 |
| Employment | 57K | 1.3M |
Skill Comparison
Sorted by largest difference
Protective Factors
Higher values indicate stronger protection against AI displacement
Sales Engineers
34%
total discount
Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products
30%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Sales Engineers
7 of 15 at riskSales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products
6 of 15 at riskWage Comparison
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products has a longer runway before significant displacement, projected 0 years later than Sales Engineers.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Sales Engineers
$83,667
from $121,520
Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products
$46,011
from $66,780
After adjusting for AI risk, Sales Engineers offers $37,655 more in risk-adjusted pay.
Transition Feasibility
Skill Overlap
Low overlap — significant retraining needed for transition
Unique to Sales
Unique to Sales
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors