Top 22
Prep plan
Updated weekly · Last refresh Aug 30

Braze Data Scientist Interview Questions

The questions to prepare for a Braze Data Scientist interview. Questions from real interview reports rank first. Updated weekly.

22questions
~3htotal time
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1
Machine LearningStart here. 5 questions · ~40 min
Random Forest Math and ImportanceMedium

Tests your understanding of random forests and feature importance methods.

Ensemble MethodsFeature EngineeringDecision TreesBraze
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2
SQL & Data Manipulation3 questions + 3 drills · ~54 min
3
Behavioral & Leadership6 questions · ~48 min
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4
More topics8 questions · ~64 min
Evaluate Imbalanced Churn ClassifierMedium

Assess a churn model with 96.8% accuracy but weak minority-class recall, and explain how you would evaluate it under severe class imbalance.

F1 ScorePrecisionRecallBraze
Diagnose KPI Drop After ReleaseMedium

Diagnose a post-release KPI drop by separating instrumentation issues from real behavior changes and tracing the problem through the metric hierarchy.

KPILeading IndicatorsDiagnosisBraze
A/B Test Under Correlated InteractionsHard

Tests your ability to adapt experimentation methods to correlated user behavior.

Network InterferenceCausal InferenceA/B TestingBraze
Statistical Significance of ChangesMedium

Tests statistical testing choices and how you validate campaign performance changes.

Hypothesis TestingStatistical SignificanceP-ValuesBraze
Real-Time Send-Time Optimization at ScaleHard

Tests large-scale real-time system design for message timing optimization.

Feature StoreModel ServingRecommendation SystemsBraze
Diagnose Underperforming PersonalizationMedium

Tests structured debugging of ML-driven personalization performance in production.

User NeedsDiagnosisProduct VisionBraze
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