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Updated weekly · Last refresh Oct 17

Publicis Groupe Holdings B.V Data Analyst Interview Questions

The questions to prepare for a Publicis Groupe Holdings B.V Data Analyst interview. Questions from real interview reports rank first. Updated daily.

50questions
~7htotal time
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1
SQL & Data ManipulationStart here. 10 questions + 3 drills · ~110 min
2
Metrics10 questions · ~80 min
Healthy Programmatic Campaign KPIsEasy

Identify the core KPIs that show whether a programmatic campaign is delivering, engaging, and driving business results.

programmatic advertisingKPIscampaign healthPublicis Groupe Holdings B.V
Leading vs Lagging Campaign SignalsEasy

Distinguish early campaign signals from outcome metrics and explain how each should guide decisions.

Lagging IndicatorsLeading IndicatorsDiagnosisPublicis Groupe Holdings B.V
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3
A/B Testing & Experimentation4 questions · ~32 min
Plan Sample Size for In-App ExperimentMedium

Estimate sample size and power for an experiment, define MDE and guardrails, and decide whether the test is worth running.

MDEPower AnalysisSample SizePublicis Groupe Holdings B.V
Diagnose Sample Ratio MismatchHard

Investigate sample ratio mismatch and decide whether an experiment readout is trustworthy enough to ship.

Guardrail MetricsSample Ratio MismatchA/B TestingPublicis Groupe Holdings B.V
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4
Pipelines4 questions · ~32 min
Backfilling Missing Pipeline DataMedium

Approach for safely backfilling missing data while preserving correctness, idempotency, and data quality.

ETLQualityPublicis Groupe Holdings B.V
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5
Statistics & Probability6 questions · ~48 min
Preventing Overfitting in ModelsEasy

Evaluates your statistical understanding and practical model-regularization techniques.

BiasmodelingoverfittingPublicis Groupe Holdings B.V
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6
Behavioral & Leadership15 questions · ~120 min
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7
More topics1 question · ~8 min
Brief Business Idea PitchMedium

Evaluates product sense, prioritization, and clarity of communication.

presentation skillsPublicis Groupe Holdings B.V
The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.