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Updated weekly · Last refresh Oct 16

Publicis Groupe Data Scientist Interview Questions

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

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~5htotal time
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1
SQL & Data ManipulationStart here. 4 questions + 1 drill · ~45 min
2
Machine Learning8 questions · ~69 min
Handling Missing Values in MLEasy

Explain practical strategies for handling missing values in a supervised learning workflow, from diagnosis to modeling and validation.

Cross-ValidationFeature EngineeringRegularizationPublicis Groupe
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3
Statistics & Probability6 questions · ~52 min
Frequentist vs Bayesian Marketing AnalyticsMedium

Assesses understanding of statistical paradigms and their fit for marketing decision contexts.

marketing analyticsPublicis Groupe
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4
Product Sense4 questions · ~35 min
Cross-Channel Campaign Success MeasurementMedium

Tests ability to define KPIs and evaluation plans for marketing campaigns across channels.

success metricsPublicis Groupe
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5
A/B Testing & Experimentation4 questions · ~35 min
A/B Test for Personalized RecommendationsMedium

Evaluates experiment design for personalization systems under high traffic and strong engagement signals.

experiment designPublicis Groupe
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6
Metrics4 questions · ~35 min
Separate Seasonality From DeclinesMedium

Assesses your approach to time-series decomposition and distinguishing signal from seasonality.

performance metricsAnalysisPublicis Groupe
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7
More topics8 questions · ~69 min
Evaluate Whether a Model Is OverfittingMedium

How to tell if a model is overfitting by comparing training and validation behavior.

Cross-ValidationAUC-ROCAccuracyPublicis Groupe
Hands-On Dataset WorkflowMedium

Assesses your end-to-end approach to exploring, cleaning, and preparing data for modeling.

data handlingPublicis Groupe
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The finish line: interview-readyComplete all 38 questions plus 1 hands-on drill to finish this plan.