Candidates
DraftIQ analytics

Reese Brooks

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

DraftIQ score

55%

Feature sub-scores
Synthetic explainability signals generated from seeded profile data
Experience fit76
Industry alignment80
Communication signal82
Velocity proxy68
Tenure stability82
Risk penalty32
Driver impacts
Ordered by absolute contribution magnitude
FeatureDirectionImpact
Industry alignmentpositive8.33
Tenure stabilitypositive6.59
Experience fitpositive6.56
Communication signalpositive6.32
Velocity proxypositive3.00
Risk penaltynegative-3.00
Application context
Roofing Outside Sales
HIRED
Strengths

• Experience fit is strong at 76/100 for quota-carrying work.

• Industry alignment (80/100) matches home-services motion.

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

• Communication signal (82/100) supports high trust conversion.

Weaknesses

• Risk profile is controlled; maintain monitoring during interview progression.

• Tenure profile is stable enough for current hiring benchmark.

• Overall DraftIQ score (55) is below fast-track threshold; requires manager review.

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