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Lufthansa Group Data Scientist Interview Questions

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

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1
A/B Testing & ExperimentationStart here. 5 questions · ~46 min
Designing a Booking ExperimentMedium

Design a Booking A/B test with clear metrics, power, randomization, and guardrails.

experiment designMDEExperimentationLLufthansa Group
Ensuring A/B Test ValidityHard

Explain how to design, power, monitor, and analyze an A/B test so its conclusions are statistically and practically valid.

experiment designMDEGuardrail MetricsLLufthansa Group
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2
Behavioral & Leadership3 questions · ~27 min
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3
More topics6 questions · ~55 min
SQL Window Functions Moving AverageMedium
Practice

Calculate a three-day moving average of active-client revenue using aggregation and SQL window functions.

Window FunctionsData AnalysissqlLLufthansa Group
Diagnosing a Drop in Session BookingsHard

Diagnose a 5% session booking decline by validating the metric, decomposing the funnel, and testing root-cause hypotheses.

Funnel Analysisroot cause analysisConversion RateLLufthansa Group
Explain Statistical SignificanceMedium

Explain statistical significance, p-values, practical importance, and uncertainty to a non-technical stakeholder.

Hypothesis TestingCommunicationStatistical SignificanceLLufthansa Group
Design a New Engagement MetricHard

Define a meaningful engagement metric for a retail analytics mobile application and explain how to validate it.

product metricsMetricsuser engagementLLufthansa Group
Diagnose Engagement DropHard

Identify the causes of a quarterly engagement decline through metric validation, decomposition, segmentation, and trend analysis.

MetricsDiagnosisuser engagementLLufthansa 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 valueLLufthansa Group

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Hands-on SQL practiceWrite and run real queries in the editor. 2 drills · ~20 min
The finish line: interview-readyComplete all 14 questions plus 2 hands-on drills to finish this plan.