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Prep plan
Updated weekly · Last refresh Aug 30

Airbus Group Data Scientist Interview Questions

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

32questions
~4htotal time
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1
Machine LearningStart here. 14 questions · ~112 min
Handle Missing Data in Hiring ModelsEasy

Build a candidate placement prediction model and explain how to handle missing values across mixed feature types in training and production.

Cross-ValidationFeature EngineeringSupervised LearningAirbus Group
Predictive Maintenance Failure ModelingHard

Design a machine learning system to predict equipment failures before they happen using sensor, event, and maintenance data.

Cross-ValidationFeature EngineeringSupervised LearningAirbus Group
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2
Model Evaluation7 questions · ~56 min
Interpret AUC-ROC for Marketing ModelEasy

Interpret what a 0.84 AUC-ROC means for a marketing response model and explain why threshold and calibration still matter.

CalibrationAUC-ROCThreshold TuningAirbus Group
Choose AUC-ROC or F1Medium

Compare two classifiers with similar AUC-ROC but different F1 at an operating threshold, and explain when each metric should drive decisions.

F1 ScorePrecisionAUC-ROCAirbus Group
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3
Pipelines3 questions · ~24 min
Data Cleaning in ETL PipelinesEasy

Approach for cleaning and preparing raw data inside an ETL pipeline.

Data WranglingETLQualityAirbus Group
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4
Product Sense3 questions · ~24 min
What You Bring to This TeamEasy

Tests your ability to tailor your value proposition to a specific Airbus Group team context.

User NeedsValue PropositionUse CasesAirbus Group
Why Airbus GroupEasy

Tests motivation and fit with Airbus Group's mission and industry context.

User NeedsValue PropositionProduct VisionAirbus Group
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5
Behavioral & Leadership3 questions · ~24 min
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6
More topics2 questions · ~16 min
Time-Series Forecasting for SensorsHard

Tests your ability to model and forecast aerospace sensor time series reliably.

ForecastingRegressionTime SeriesAirbus Group
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