Candidates
DraftIQ analytics

Cameron Chen

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

DraftIQ score

90%

Feature sub-scores
Synthetic explainability signals generated from seeded profile data
Experience fit76
Industry alignment53
Communication signal80
Velocity proxy67
Tenure stability71
Risk penalty21
Driver impacts
Ordered by absolute contribution magnitude
FeatureDirectionImpact
Experience fitpositive6.56
Communication signalpositive5.79
Tenure stabilitypositive3.90
Velocity proxypositive2.75
Industry alignmentnegative-0.67
Risk penaltynegative-0.25
Application context
Roofing Outside Sales
SCREENING
Strengths

• Experience fit is strong at 76/100 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 (80/100) supports high trust conversion.

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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