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Updated weekly · Last refresh Oct 17

the LEGO Group Data Scientist Interview Questions

The questions to prepare for a the LEGO Group Data Scientist interview. Questions from real interview reports rank first. Updated daily.

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Behavioral & LeadershipStart here. 4 questions · ~32 min
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More topics9 questions · ~72 min
Investigate Metric DropMedium

Diagnose a below-expectations product metric drop using decomposition, guardrails, and experiment checks.

metric selectionDiagnosiskpi hierarchythe LEGO Group
Define Metrics for New FeaturesMedium

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

MetricsFeature Prioritizationuser valuethe LEGO Group
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 Mismatchthe LEGO Group
Approach to Demand ForecastingMedium

Evaluates your end-to-end strategy for building and validating demand forecasting models.

the LEGO Group
Ensuring Statistical SignificanceMedium

Assesses your approach to experiment design, analysis, and avoiding false positives.

ExperimentationData AnalysisStatistical Significancethe LEGO Group
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 IndicatorsDiagnosisthe LEGO Group
Balancing Engagement and RetentionMedium

Assesses product metric strategy and how you manage competing objectives.

Trade-offsuser retentionthe LEGO Group
Experiment Sample Size PlanningMedium

Evaluates whether you can plan experiments using power, effect size, and error rates.

experimental designSample Sizethe LEGO Group
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