46 shared · 14 different
core competencies
Side-by-Side Comparison
Securities and Commodities Traders leads 4–1| Metric | Online Merchants | Securities and Commodities Traders |
|---|---|---|
| Risk Score | 42.9% | 36.7% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 87th | 71th |
| Tasks at Risk (>50%) | 12 / 15 | 6 / 15 |
| Median Salary | $81,270 | $78,140 |
| Employment | 1.1M | 472K |
Skill Comparison
Sorted by largest difference
Protective Factors
Higher values indicate stronger protection against AI displacement
Online Merchants
27%
total discount
Securities and Commodities Traders
28%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Online Merchants
12 of 15 at riskSecurities and Commodities Traders
6 of 15 at riskWage Comparison
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Securities and Commodities Traders has a longer runway before significant displacement, projected 0 years later than Online Merchants.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Online Merchants
$46,421
from $81,270
Securities and Commodities Traders
$49,431
from $78,140
After adjusting for AI risk, Securities and Commodities Traders offers $3,010 more in risk-adjusted pay.
Transition Feasibility
Skill Overlap
Low overlap — significant retraining needed for transition
Unique to Online
Unique to Securities
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors