Candidates
DraftIQ analytics

Riley Kowalski

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

DraftIQ score

61%

Feature sub-scores
Synthetic explainability signals generated from seeded profile data
Experience fit73
Industry alignment94
Communication signal72
Velocity proxy74
Tenure stability80
Risk penalty19
Driver impacts
Ordered by absolute contribution magnitude
FeatureDirectionImpact
Industry alignmentpositive13.00
Tenure stabilitypositive6.10
Experience fitpositive5.63
Velocity proxypositive4.50
Communication signalpositive3.68
Risk penaltypositive0.25
Application context
Call Center Sales Rep
INTERVIEW
Strengths

• Experience fit is strong at 73/100 for quota-carrying work.

• Industry alignment (94/100) 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 profile is controlled; maintain monitoring during interview progression.

• Tenure profile is stable enough for current hiring benchmark.

• Overall DraftIQ score (61) is below fast-track threshold; requires manager review.

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