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Delivery Hero India Data Scientist Interview Questions

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

39questions
~5htotal time
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1
System DesignStart here. 5 questions · ~41 min
Design a Cold Start RankerMedium

Design a recommendation and ranking system that handles cold start for both new users and new items without hurting feed quality.

Cold StartTwo-Tower ModelsRecommendation SystemsDDelivery Hero India
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2
Model Evaluation3 questions · ~24 min
Precision vs Recall for FraudMedium

Tests evaluation trade-offs and metric reasoning for fraud detection systems.

fraud detectionPrecisionRecallDDelivery Hero India
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3
Machine Learning13 questions · ~105 min
Collinearity and Bagging vs BoostingMedium

Evaluates core statistical and ensemble-learning concepts relevant to feature modeling.

DDelivery Hero India
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4
SQL & Data Manipulation4 questions + 3 drills · ~62 min
5
Behavioral & Leadership6 questions · ~49 min
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6
More topics8 questions · ~65 min
Common Pitfalls in Experiment ResultsHard

Identify the main pitfalls that can distort A/B test interpretation and explain how to guard against them.

PeekingNovelty EffectSample Ratio MismatchDDelivery Hero India
Statistical Significance in Hypothesis TestingEasy

Explain what statistical significance means and why it matters when interpreting experimental or analytical results.

Hypothesis TestingData AnalysisStatistical SignificanceDDelivery Hero India
First Checks for Metric DropsEasy

Outline the first checks to diagnose a sudden drop in a core product metric, starting with data quality, scope, and decomposition.

Lagging IndicatorsLeading IndicatorsDiagnosisDDelivery Hero India
Measure Ranking or Search SuccessMedium

Tests metric design and experimental thinking for ranking and search improvements.

user engagementsuccess metricsDDelivery Hero India
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