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Walmart Labs Data Analyst Interview Questions

The questions to prepare for a Walmart Labs Data Analyst interview. Questions from real interview reports rank first. Updated weekly.

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Validating Data Before ReportingEasy

Explain how to validate SQL data before reporting, including null checks, duplicates, outliers, and aggregation reconciliation.

JoinsData WranglingQuality
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Walmart Labs
Handling Missing and Dirty SQL Data
Medium

Explain how to profile, clean, and standardize missing or dirty data before analysis.

Data WranglingCase WhenQuality
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Customer Orders: LEFT vs INNER JOIN
Easy

Explain how INNER JOIN and LEFT JOIN differ, and when to use each for matched-only versus all-left-row analysis.

JoinsData WranglingGroup By
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Metrics for New Product Launch
Medium

Choose a metric hierarchy for a new product launch that covers adoption, customer value, and financial performance.

KPIsLeading IndicatorsDiagnosis
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Investigate User Engagement Decline
Medium

Investigate a 15% engagement decline by decomposing the metric, isolating root causes, and proposing actions.

RetentionDiagnosisEngagement Metrics
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Choosing a Significance Test
Easy

Explain how to choose an appropriate significance test based on metric type, study design, and the null hypothesis.

Confidence IntervalsHypothesis TestingStatistical Significance
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Walmart Labs
Design an Installment-Flow Experiment
Medium

Design an A/B test for a new checkout installment-flow feature, including metrics, power, guardrails, and a disciplined ship decision.

ExperimentationHypothesis TestingA/B Testing
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Walmart Labs