Candidates
DraftIQ analytics

Cameron Brooks

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

DraftIQ score

75%

Feature sub-scores
Synthetic explainability signals generated from seeded profile data
Experience fit94
Industry alignment66
Communication signal85
Velocity proxy71
Tenure stability60
Risk penalty43
Driver impacts
Ordered by absolute contribution magnitude
FeatureDirectionImpact
Experience fitpositive12.19
Communication signalpositive7.11
Risk penaltynegative-5.75
Velocity proxypositive3.75
Industry alignmentpositive3.67
Tenure stabilitypositive1.22
Application context
Restoration Sales Rep
OFFER
Strengths

• Experience fit is strong at 94/100 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 signal (85/100) supports high trust conversion.

Weaknesses

• Risk penalty is elevated (43/100), 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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