DraftIQ analytics
Logan Reyes
demo-ranker-v1 · Demo calibration only; feature impacts are synthetic and for UI explainability.
DraftIQ score
83%
Feature sub-scores
Synthetic explainability signals generated from seeded profile data
Experience fit60
Industry alignment56
Communication signal66
Velocity proxy68
Tenure stability79
Risk penalty41
Driver impacts
Ordered by absolute contribution magnitude
| Feature | Direction | Impact |
|---|---|---|
| Tenure stability | positive | 5.85 |
| Risk penalty | negative | -5.25 |
| Velocity proxy | positive | 3.00 |
| Communication signal | positive | 2.11 |
| Experience fit | positive | 1.56 |
| Industry alignment | positive | 0.33 |
Application context
Roofing Outside Sales
INTERVIEWStrengths
• Experience runway is improving; profile shows coachable fundamentals.
• Industry transfer looks viable with focused onboarding in first 30 days.
• Velocity is acceptable but may need tighter daily cadence and activity QA.
• Communication fundamentals are present; role-play reps should raise consistency.
Weaknesses
• Risk penalty is elevated (41/100), likely from variance in role fit indicators.
• Tenure profile is stable enough for current hiring benchmark.
• Score is healthy; continue validating through structured interview rubric.