Top 21
Prep plan
Updated weekly · Last refresh Oct 17

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 daily.

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
Monthly Active Members QueryMedium
Practice
Practice drill

Count active Peloton members completing at least five workouts in each trailing 30-day period.

Date FunctionsJoinssqlPeloton interactive
Showroom Performance SQL AnalysisHard
Practice
Practice drill

Analyze Peloton showroom revenue, conversion, and week-over-week changes using CTEs, joins, aggregation, and LAG.

Window FunctionsLag/LeadDate FunctionsPeloton interactive
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
Rerouting Inventory Under ConstraintsHard

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

risk analysisinventoryResource AllocationPeloton interactive
Optimize Inbound Shipping CostsHard

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

Cost-Benefit Analysisunit economicsPeloton interactive
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3
Behavioral & Leadership13 questions · ~111 min
Explaining Complex Analysis to Nontechnical StakeholdersMedium

Tests communication of complex analytics to nontechnical stakeholders, with emphasis on influence, clarity, and driving action from insights.

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