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General Motors (GM) Data Scientist Interview Questions

The questions to prepare for a General Motors (GM) Data Scientist interview. Questions from real interview reports rank first. Updated daily.

50questions
~7htotal time
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1
SQL & Data ManipulationStart here. 5 questions + 1 drill · ~52 min
2
Pipelines4 questions · ~34 min
3
Machine Learning11 questions · ~93 min
Experience with ML TechniquesEasy
Recently asked

Describe your hands-on experience applying supervised learning, feature engineering, and model evaluation in real projects.

Cross-ValidationFeature EngineeringSupervised LearningGeneral Motors (GM)
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4
Model Evaluation3 questions · ~25 min
Explain Precision Recall TradeoffEasy
Recently asked

Explain precision versus recall in plain language and how the tradeoff affects product decisions.

PrecisionThreshold TuningRecallGeneral Motors (GM)
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5
Metrics4 questions · ~34 min
Analysis That Drove Measurable ImpactEasy
Recently asked

Describe a case where your analysis used the right metrics, shaped a decision, and produced a meaningful business result.

KPIsLeading IndicatorsDiagnosisGeneral Motors (GM)
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6
A/B Testing & Experimentation5 questions · ~42 min
Network Latency Experiment PitfallsMedium
Recently asked

Assesses your understanding of experiment validity risks in GM connected environments.

network latencyA/B TestingGeneral Motors (GM)
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7
More topics18 questions · ~153 min
Connected Vehicle Engagement FrameworkMedium
Recently asked

Assesses your approach to defining and measuring engagement for GM connected services.

mobile applicationuser engagementevaluation frameworkGeneral Motors (GM)
Statistical Tests and InterpretationMedium
Recently asked

Tests statistical reasoning and your ability to draw correct conclusions from tests.

Hypothesis TestingStatistical SignificanceP-ValuesGeneral Motors (GM)
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The finish line: interview-readyComplete all 50 questions plus 1 hands-on drill to finish this plan.