Candidates
DraftIQ analytics

Blake Nguyen

demo-ranker-v1 · Demo calibration only; feature impacts are synthetic and for UI explainability.

DraftIQ score

96%

Feature sub-scores
Synthetic explainability signals generated from seeded profile data
Experience fit92
Industry alignment90
Communication signal68
Velocity proxy74
Tenure stability56
Risk penalty46
Driver impacts
Ordered by absolute contribution magnitude
FeatureDirectionImpact
Industry alignmentpositive11.67
Experience fitpositive11.56
Risk penaltynegative-6.50
Velocity proxypositive4.50
Communication signalpositive2.63
Tenure stabilitypositive0.24
Application context
Roofing Outside Sales
INTERVIEW
Strengths

Experience fit is strong at 92/100 for quota-carrying work.

Industry alignment (90/100) matches home-services motion.

Velocity proxy (74/100) indicates fast follow-up habits.

Communication fundamentals are present; role-play reps should raise consistency.

Weaknesses

Risk penalty is elevated (46/100), likely from variance in role fit indicators.

Tenure stability (56/100) suggests potential early attrition risk.

Score is healthy; continue validating through structured interview rubric.

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