Candidates
DraftIQ analytics

Skyler Okonkwo

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

DraftIQ score

56%

Feature sub-scores
Synthetic explainability signals generated from seeded profile data
Experience fit89
Industry alignment90
Communication signal86
Velocity proxy77
Tenure stability63
Risk penalty44
Driver impacts
Ordered by absolute contribution magnitude
FeatureDirectionImpact
Industry alignmentpositive11.67
Experience fitpositive10.63
Communication signalpositive7.37
Risk penaltynegative-6.00
Velocity proxypositive5.25
Tenure stabilitypositive1.95
Application context
Restoration Sales Rep
APPLIED
Strengths

• Experience fit is strong at 89/100 for quota-carrying work.

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

• Velocity proxy (77/100) indicates fast follow-up habits.

• Communication signal (86/100) supports high trust conversion.

Weaknesses

• Risk penalty is elevated (44/100), likely from variance in role fit indicators.

• Tenure profile is stable enough for current hiring benchmark.

• Overall DraftIQ score (56) is below fast-track threshold; requires manager review.

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