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Updated weekly · Last refresh Oct 17

Dentsu International Data Scientist Interview Questions

The questions to prepare for a Dentsu International Data Scientist interview. Questions from real interview reports rank first. Updated daily.

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~7htotal time
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1
SQL & Data ManipulationStart here. 5 questions + 1 drill · ~53 min
2
Machine Learning12 questions · ~103 min
Build a Customer Churn ModelHard

Build a churn prediction model for a subscription wellness business using behavioral, billing, and engagement data.

Cross-ValidationFeature EngineeringSupervised LearningDentsu International
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3
Metrics6 questions · ~52 min
Diagnose a Performance DropHard

Investigate whether a performance decline is seasonal or a real product issue.

Leading IndicatorsDiagnosisTime SeriesDentsu International
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4
Statistics & Probability3 questions · ~26 min
Statistical Significance in Hypothesis TestingEasy

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

Hypothesis TestingData AnalysisStatistical SignificanceDentsu International
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5
Behavioral & Leadership12 questions · ~103 min
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6
More topics8 questions · ~69 min
Validate a Model for OverfittingMedium

Explain how to validate a model and spot overfitting before it reaches production.

Hyperparameter TuningCross-ValidationBias-Variance TradeoffDentsu International
Marketing Campaign A/B Test DesignMedium

Design a marketing campaign experiment with a pre-registered metric plan, power calculation, and ship rule that respects guardrails.

ExperimentationHypothesis TestingA/B TestingDentsu International
Cloud Hosting Puzzle and CodingMedium

Assesses your basic understanding of cloud components and your ability to reason about common architectures.

cloud platformsDentsu International
Unify Consumer Data From Multiple SourcesMedium

Evaluates your data integration approach for building reliable consumer-level analytics.

data integrationDentsu International
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The finish line: interview-readyComplete all 46 questions plus 1 hands-on drill to finish this plan.