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Prep plan
Updated weekly · Last refresh Sep 24

Walmart Labs Data Scientist Interview Questions

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

41questions
~6htotal time
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1
SQL & Data ManipulationStart here. 6 questions + 1 drill · ~62 min
2
A/B Testing & Experimentation9 questions · ~78 min
Lift Conversion but Hurt RetentionHard
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An experiment increases conversion but lowers retention; assess whether the trade-off is real and whether the change should ship.

ExperimentationCausal InferenceGuardrail MetricsWalmart Labs
Pricing Page Experiment DesignHard
Recently asked

Design an end-to-end A/B test for a pricing page, including MDE, guardrails, analysis plan, and a ship decision.

Guardrail MetricsSample SizeA/B TestingWalmart Labs
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3
Product Sense8 questions · ~69 min
Define Launch Success MetricsMedium
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Approach for choosing launch success metrics, including a north star, leading indicators, and clear success criteria.

Product-Market FitUser NeedsKPIWalmart Labs
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4
Metrics4 questions · ~35 min
Analyze Campaign Metrics That MatterEasy
Recently asked

Explain how you evaluated a marketing campaign using funnel, efficiency, and business outcome metrics.

KPIsLeading IndicatorsDiagnosisWalmart Labs
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5
Machine Learning4 questions · ~35 min
Logistic Regression Bias and CollinearityHard
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Evaluates advanced understanding of logistic regression regularization and feature correlation handling.

Walmart Labs
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6
Behavioral & Leadership8 questions · ~69 min
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7
More topics2 questions · ~17 min
Interpreting P Values in TestingEasy
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Explain what a p-value means in hypothesis testing and how it relates to statistical significance.

Hypothesis TestingStatistical SignificanceP-ValuesWalmart Labs
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The finish line: interview-readyComplete all 41 questions plus 1 hands-on drill to finish this plan.