Top 21
Prep plan
Updated weekly · Last refresh Aug 30

Peloton interactive Supply Chain Analyst Interview Questions

The questions to prepare for a Peloton interactive Supply Chain Analyst interview. Questions from real interview reports rank first. Updated weekly.

21questions
~3htotal time
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1
SQL & Data ManipulationStart here. 4 questions + 2 drills · ~54 min
Average Delivery Time by RegionMedium
Practice

Join orders and shoppers to calculate average delivery hours by region for the previous calendar month.

Date FunctionsJoinsAggregationsPeloton interactive
Handling NULLs in JoinsMedium

Tests practical SQL join logic and data quality handling for supply chain datasets.

null handlingJoinsData WranglingPeloton interactive
SQL for Duplicate ShipmentsMedium

Tests SQL skills for anomaly detection in supply chain transaction data.

sqltransactionsdata integrityPeloton interactive
Complex SQL with SubqueriesMedium

Tests ability to write and explain advanced SQL for analytics and reporting.

Window FunctionsSubqueriessqlPeloton interactive
7-Day Rolling Active UsersMedium
Practice
Practice drill

Compute daily active users and a 7-day rolling average using a CTE, distinct counts, and window functions.

Window FunctionsDate FunctionsRunning TotalsMetaSpotifyMeta IT
Deduplicate Out-of-Order Replication EventsMedium
Practice
Practice drill

Use ROW_NUMBER() to keep the earliest created_at 'Repl created' per entity and return out-of-order duplicates to delete.

Window FunctionsSubqueriesJoinsReplitQuantcast
2
Strategy4 questions · ~34 min
Set Safety Stock for Holiday DemandHard

Tests forecasting, service level thinking, and safety stock methodology for seasonal demand.

inventory planningseasonalityPeloton interactive
Optimize Inbound Shipping CostsHard

Tests cost modeling and optimization thinking across inbound supply chain categories.

Cost-Benefit Analysisunit economicsPeloton interactive
Rerouting Inventory Under ConstraintsHard

Tests inventory allocation tradeoffs and decision-making under warehouse capacity constraints.

risk analysisinventoryResource AllocationPeloton interactive
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3
Behavioral & Leadership13 questions · ~111 min
Prioritizing Conflicting High-Stakes WorkEasy

Tests prioritization under pressure, stakeholder management, and ownership when multiple urgent requests compete for limited time.

Stakeholder ManagementOwnershipDealing With AmbiguityPeloton interactive
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The finish line: interview-readyComplete all 21 questions plus 2 hands-on drills to finish this plan.