DraftIQ analytics
Quinn Diaz
demo-ranker-v1 · Demo calibration only; feature impacts are synthetic and for UI explainability.
DraftIQ score
92%
Feature sub-scores
Synthetic explainability signals generated from seeded profile data
Experience fit98
Industry alignment52
Communication signal81
Velocity proxy62
Tenure stability75
Risk penalty20
Driver impacts
Ordered by absolute contribution magnitude
| Feature | Direction | Impact |
|---|---|---|
| Experience fit | positive | 13.44 |
| Communication signal | positive | 6.05 |
| Tenure stability | positive | 4.88 |
| Velocity proxy | positive | 1.50 |
| Industry alignment | negative | -1.00 |
| Risk penalty | positive | 0.00 |
Application context
Roofing Outside Sales
INTERVIEWStrengths
• Experience fit is strong at 98/100 for quota-carrying work.
• Industry transfer looks viable with focused onboarding in first 30 days.
• Velocity is acceptable but may need tighter daily cadence and activity QA.
• Communication signal (81/100) supports high trust conversion.
Weaknesses
• Risk profile is controlled; maintain monitoring during interview progression.
• Tenure profile is stable enough for current hiring benchmark.
• Score is healthy; continue validating through structured interview rubric.