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Prep plan
Updated weekly · Last refresh Oct 18

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 daily.

32questions
~4htotal time
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1
Model EvaluationStart here. 7 questions · ~56 min
Validate Aircraft Defect Risk ModelMedium

Assess why an Airbus defect-risk model gained precision but lost recall, and recommend how to choose and validate a better model.

Cross-ValidationAUC-ROCAccuracyAirbus Group
Validate Model Before DeploymentMedium

Approach for validating a machine learning model before deployment, from offline testing to threshold and calibration checks.

Cross-ValidationAccuracyThreshold TuningAirbus Group
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2
Machine Learning14 questions · ~112 min
Handle Missing Sensor DataEasy

Build a tabular classifier for aircraft maintenance risk and explain how you would handle missing values without introducing leakage.

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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3
Pipelines3 questions · ~24 min
Data Cleaning in ETL PipelinesEasy

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

Data WranglingETLQualityAirbus Group
Build and Deploy ML PipelineHard

Tests your ability to design production ML pipelines for operational use and reliability.

ETLBatch ProcessingOrchestrationAirbus 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
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5
Behavioral & Leadership3 questions · ~24 min
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6
More topics2 questions · ~16 min
Hypothesis Testing and RegressionMedium

Tests statistical reasoning and correct use of inference and regression techniques.

DistributionsRegressionHypothesis TestingAirbus Group
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The finish line: interview-readyComplete all 32 questions to finish this plan.