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Updated weekly · Last refresh Oct 17

General Motors (GM) Data Analyst Interview Questions

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

32questions
~5htotal time
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1
PipelinesStart here. 4 questions · ~34 min
Python for ETL Pipeline TasksEasy

Discuss Python scripting experience for ETL, orchestration, and data quality tasks in data pipelines.

InfrastructureToolsETLGeneral Motors (GM)
Handling Missing Data in PipelinesMedium

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

InfrastructureETLBatch ProcessingGeneral Motors (GM)
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2
SQL & Data Manipulation3 questions + 2 drills · ~46 min
3
Statistics & Probability3 questions · ~26 min
Sample Size and Power PlanningMedium

Reason about sample size, power, and minimum detectable effect before launching an experiment.

Hypothesis TestingPower AnalysisSample SizeGeneral Motors (GM)
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4
Behavioral & Leadership17 questions · ~145 min
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5
More topics5 questions · ~43 min
Diagnose Sample Ratio MismatchHard

Investigate sample ratio mismatch and decide whether an experiment readout is trustworthy enough to ship.

Guardrail MetricsSample Ratio MismatchA/B TestingGeneral Motors (GM)
Find Pain Points from FeedbackMedium

Use customer feedback to identify the biggest pain points in the user journey.

User ResearchUser NeedsPain PointsGeneral Motors (GM)
Dashboard for GM Vehicle MetricsMedium

Tests metric definition, dashboard design, and communication of insights for GM stakeholders.

North Star MetricKPIsDiagnosisGeneral Motors (GM)
Primary vs Guardrail MetricsEasy

Explain how a primary metric differs from a guardrail metric and how both are used in A/B test decisions.

ExperimentationGuardrail MetricsA/B TestingGeneral Motors (GM)
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