55 shared · 27 different
core competencies
Side-by-Side Comparison
Opticians, Dispensing leads 3–2| Metric | Opticians, Dispensing | First-Line Supervisors of Retail Sales Workers |
|---|---|---|
| Risk Score | 34.7% | 35.2% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 65th | 66th |
| Tasks at Risk (>50%) | 9 / 15 | 8 / 15 |
| Median Salary | $46,560 | $47,320 |
| Employment | 80K | 1.1M |
Skill Comparison
Sorted by largest difference
Protective Factors
Higher values indicate stronger protection against AI displacement
Opticians, Dispensing
31%
total discount
First-Line Supervisors of Retail Sales Workers
31%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Opticians, Dispensing
9 of 15 at riskFirst-Line Supervisors of Retail Sales Workers
8 of 15 at riskWage Comparison
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Opticians, Dispensing has a longer runway before significant displacement, projected 0 years later than First-Line Supervisors of Retail Sales Workers.
Risk-Adjusted Salary
Salary weighted by displacement risk: salary × (1 − risk%)
Opticians, Dispensing
$30,408
from $46,560
First-Line Supervisors of Retail Sales Workers
$30,673
from $47,320
After adjusting for AI risk, First-Line Supervisors of Retail Sales Workers offers $264 more in risk-adjusted pay.
Transition Feasibility
Skill Overlap
Low overlap — significant retraining needed for transition
Unique to Opticians,
Unique to First-Line
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors