Top 7
Prep plan
Updated weekly · Last refresh Sep 22
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Dentsu Global Services Data Scientist Interview Questions

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

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1
SQL & Data ManipulationStart here. 1 question + 2 drills · ~30 min
2
A/B Testing & Experimentation2 questions · ~19 min
Directionally Useful but Inconclusive TestHard

Decide whether to act on an A/B result that trends positive but is not statistically conclusive.

ExperimentationStatistical SignificanceA/B TestingDDentsu Global Services
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 MismatchDDentsu Global Services

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3
Product Sense1 question · ~10 min
Define Metrics for New FeaturesMedium

Define a success metric for a new feature that captures real user value, not just raw usage.

MetricsFeature Prioritizationuser valueDDentsu Global Services
4
Metrics1 question · ~10 min
Diagnose a Metric Drop After LaunchMedium

Investigate why a key KPI moved the wrong way after a product change and separate signal from noise.

Lagging IndicatorsLeading IndicatorsDiagnosisDDentsu Global Services
5
Behavioral & Leadership2 questions · ~19 min
Navigating Major Research RoadblocksMedium

Tests how you lead through ambiguity in research, take ownership of setbacks, and turn technical roadblocks into measurable outcomes.

roadblocksProblem SolvingadaptabilityDDentsu Global Services
Explaining a Technical Concept ClearlyEasy

Tests communication, ownership, and stakeholder management when translating technical complexity into actionable business understanding.

Problem SolvingData Structurestechnical fundamentalsDDentsu Global Services
The finish line: interview-readyComplete all 7 questions plus 2 hands-on drills to finish this plan.