Candidates
DraftIQ analytics

Riley Chen

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 fit96
Industry alignment86
Communication signal75
Velocity proxy58
Tenure stability65
Risk penalty35
Driver impacts
Ordered by absolute contribution magnitude
FeatureDirectionImpact
Experience fitpositive12.81
Industry alignmentpositive10.33
Communication signalpositive4.47
Risk penaltynegative-3.75
Tenure stabilitypositive2.44
Velocity proxypositive0.50
Application context
Home Services Closer
APPLIED
Strengths

• Experience fit is strong at 96/100 for quota-carrying work.

• Industry alignment (86/100) matches home-services motion.

• Velocity is acceptable but may need tighter daily cadence and activity QA.

• Communication signal (75/100) supports high trust conversion.

Weaknesses

• Risk penalty is elevated (35/100), 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.

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