Airbus Data Scientist Interview Questions

The questions to prepare for a Airbus Data Scientist interview. Questions from real interview reports rank first. Updated weekly.

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Imbalanced Predictive Maintenance

Medium

Tests techniques for learning under class imbalance and evaluating predictive maintenance performance.

Feature Engineeringmodel trainingClass Imbalance

Airbus

Feature Engineering for Sensors

Medium

Tests practical feature engineering skills for sensor signals and awareness of leakage and robustness.

Feature Engineeringmodel trainingsensor data

Airbus

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Pitfalls in Streaming Experiment Analysis

Hard

Identify major online experiment pitfalls and explain how they can bias results in a streaming product A/B test.

Network InterferenceNovelty EffectSample Ratio Mismatch

Airbus

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Diagnose KPI Drop After Release

Medium

Diagnose a post-release KPI drop by separating instrumentation issues from real behavior changes and tracing the problem through the metric hierarchy.

KPILeading IndicatorsDiagnosis

Airbus

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SQL Rolling Average And Ranking

Medium

Tests SQL window function fluency for time-based aggregations and within-group ranking.

Window FunctionsRankingRunning Totals

Airbus

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ML Pipeline From Scratch

Medium

Tests end-to-end ML system design, including data flow, training, evaluation, and deployment considerations.

data integration

Airbus

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