Top 31
Prep plan
Updated weekly · Last refresh Aug 30

Zomato Data Scientist Interview Questions

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

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1
Machine LearningStart here. 10 questions · ~81 min
Random Forest vs XGBoostMedium

Tests understanding of core ML model mechanics and when to choose between tree ensembles.

Ensemble Methodsmodel trainingDecision TreesZomato
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2
Behavioral & Leadership8 questions · ~65 min
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3
More topics13 questions · ~106 min
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 IndicatorsDiagnosisZomato
Statistical Significance in Business DecisionsEasy

Explain what statistical significance means, how p-values and confidence intervals support decisions, and why significance alone is not enough.

Hypothesis TestingStatistical SignificanceP-ValuesZomato
Interpret a Confusion MatrixEasy

Explain what a confusion matrix shows and how to read it for precision and recall.

Confusion MatrixPrecisionAccuracyZomato
PySpark: Aggregate Hourly Search QueriesMedium

Tests distributed processing design and practical ETL/aggregation skills in PySpark.

pysparkBatch ProcessingAggregationsZomato
Dynamic Delivery Fee PricingHard

Tests product sense and quantitative reasoning for demand-supply balancing under real-time shocks.

business problemuser valueZomato
Checkout Flow Experiment DesignHard

Tests experiment design, metric selection, and guardrails for long-term user outcomes.

experiment designGuardrail MetricsConversion RateZomato
SQL: Avg Delivery Time Per RestaurantMedium

Tests SQL optimization skills and robust aggregation with outlier handling.

performancesqlAggregationsZomato
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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 31 questions plus 3 hands-on drills to finish this plan.