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Updated weekly · Last refresh Oct 17

Walmart Global Tech Data Scientist Interview Questions

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

50questions
~8htotal time
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1
SQL & Data ManipulationStart here. 9 questions · ~82 min
2
A/B Testing & Experimentation3 questions · ~27 min
Sample Size for A/B TestHard
Recently asked

Explain how to determine A/B test sample size using baseline rate, MDE, alpha, power, allocation, and expected traffic.

experiment designMDESample SizeWalmart Global Tech
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3
Machine Learning10 questions · ~91 min
ML Framework Experience in PracticeMedium
Recently asked

Explain your experience with ML frameworks and how you choose between them for supervised learning problems.

Feature EngineeringDeep LearningSupervised LearningWalmart Global Tech
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4
Model Evaluation7 questions · ~64 min
Evaluate Model EffectivenessEasy
Recently asked

Assess whether a model is effective using core classification metrics and the confusion matrix.

PrecisionAccuracyRecallWalmart Global Tech
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5
Statistics & Probability6 questions · ~55 min
Central Limit Theorem ImportanceHard
Recently asked

Explain how sample means become approximately normal and why this supports inference from samples.

DistributionsCentral Limit Theoremstatistics fundamentalsWalmart Global Tech
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6
System Design4 questions · ~36 min
Deploy a Cloud ML ModelMedium
Recently asked

Design a production ML deployment on Google Cloud with serving, feature management, rollout, monitoring, and evaluation.

InfrastructureFeature StoreModel ServingWalmart Global Tech
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7
More topics11 questions · ~100 min
Analyze Campaign Metrics That MatterEasy
Recently asked

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

KPIsLeading IndicatorsDiagnosisWalmart Global Tech
Transformers for Language ModelingHard
Recently asked

Tests depth of understanding of Transformer architectures and attention-based modeling.

transformersWalmart Global Tech
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