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Updated weekly · Last refresh Oct 17

Meta Logistics Data Scientist Interview Questions

The questions to prepare for a Meta Logistics 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 · ~83 min
Month-Over-Month Active User RetentionHard
Practice

Calculate month-over-month active user retention using multi-table joins, monthly cohorts, and prior-month comparisons.

Window FunctionsRetentionJoinsMeta Logistics
Top Regional Delivery HubsHard
Practice

Rank Meta Logistics hubs within each region by delivered order volume and average delivery speed.

JoinsRankingcomplex queriesMeta Logistics
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2
Metrics11 questions · ~101 min
Seasonality vs Launch ImpactHard

Separate recurring calendar patterns from true launch impact in a key product metric.

Leading IndicatorsDiagnosisTime SeriesMeta Logistics
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3
A/B Testing & Experimentation7 questions · ~64 min
Design Test for Novelty and SpilloversHard

Design an experiment that accounts for novelty effects and network spillovers before deciding whether to ship.

Network InterferenceExperimentationNovelty EffectMeta Logistics
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4
Product Sense8 questions · ~74 min
Instagram Followers Case StudyMedium

Assesses product sense and data-driven reasoning in a social media context.

case studyuser engagementMeta Logistics
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5
Machine Learning3 questions · ~28 min
LoRA and Why It MattersMedium

Evaluates understanding of modern ML fine-tuning techniques and their motivation.

Meta Logistics
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6
Statistics & Probability8 questions · ~74 min
Z-Score Calculation by HandMedium

Assesses statistical reasoning under uncertainty and ability to recover during probability questions.

probabilityMeta Logistics
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7
More topics4 questions · ~37 min
Design a Messenger Group CallHard

Evaluates system design tradeoffs for a real-time, user-facing feature at Meta scale.

Meta Logistics
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