Candidates
DraftIQ analytics

Taylor Kowalski

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

DraftIQ score

89%

Feature sub-scores
Synthetic explainability signals generated from seeded profile data
Experience fit80
Industry alignment55
Communication signal74
Velocity proxy61
Tenure stability69
Risk penalty18
Driver impacts
Ordered by absolute contribution magnitude
FeatureDirectionImpact
Experience fitpositive7.81
Communication signalpositive4.21
Tenure stabilitypositive3.41
Velocity proxypositive1.25
Risk penaltypositive0.50
Industry alignmentpositive0.00
Application context
Restoration Sales Rep
HIRED
Strengths

• Experience fit is strong at 80/100 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 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.

• Score is healthy; continue validating through structured interview rubric.

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