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Updated weekly · Last refresh Aug 30

NASA Jet Propulsion Laboratory Data Scientist Interview Questions

The questions to prepare for a NASA Jet Propulsion Laboratory Data Scientist interview. Questions from real interview reports rank first. Updated weekly.

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1
Machine LearningStart here. 7 questions · ~56 min
Supervised vs Unsupervised LearningEasy

Explain how supervised and unsupervised learning differ, and ground the distinction in a practical ML example.

Unsupervised LearningFeature EngineeringBias-Variance TradeoffNASA Jet Propulsion Laboratory
Reducing Overfitting in ML ModelsMedium

Explain how to diagnose and reduce overfitting using regularization, cross-validation, and model selection.

Cross-ValidationBias-Variance TradeoffRegularizationNASA Jet Propulsion Laboratory
Experience with Predictive ModelingMedium

Explain your experience building predictive models, from feature work and validation to tuning and deployment.

Cross-ValidationFeature EngineeringSupervised LearningNASA Jet Propulsion Laboratory
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2
Pipelines4 questions · ~32 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityNASA Jet Propulsion Laboratory
Handling Missing Data in PipelinesMedium

Approach for handling missing data in an ML data pipeline, including validation, imputation, and safe downstream consumption.

InfrastructureETLBatch ProcessingNASA Jet Propulsion Laboratory
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3
More topics5 questions · ~40 min
Choose Classification MetricsMedium

Choose the right classification metrics, and explain when precision, recall, and F1 score matter most.

F1 ScorePrecisionRecallNASA Jet Propulsion Laboratory
SQL Top Five QueryEasy

Tests SQL proficiency for ranking and limiting results.

RankingSortingNASA Jet Propulsion Laboratory
Statistical Analysis on Large DataMedium

Tests statistical reasoning and scalability choices for large-scale data analysis.

DistributionsRegressionCorrelationNASA Jet Propulsion Laboratory
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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 16 questions plus 3 hands-on drills to finish this plan.