Top 14
Prep plan
Updated weekly · Last refresh Aug 30

Wayfair Data Engineer Interview Questions

The questions to prepare for a Wayfair Data Engineer interview. Questions from real interview reports rank first. Updated weekly.

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1
SQL & Data ManipulationStart here. 7 questions + 3 drills · ~86 min
Window Functions vs GROUP BYEasy

Explain how window functions differ from GROUP BY and when to use each in Splice product analysis.

Window FunctionsGroup ByAggregationsWayfair
Explain SQL Script LogicMedium

Tests your ability to read SQL and translate it into business logic for Wayfair analytics.

Data AnalysisWayfair
Schema for New Product CategoryMedium

Tests data modeling decisions for new domains and future growth in Wayfair's data systems.

scalabilitydatabase designData ModelingWayfair
Nulls and Inconsistencies in JoinsMedium

Tests join correctness and data quality handling strategies in analytical SQL.

null handlingJoinsdata integrityWayfair
Optimize Join SequenceHard

Tests performance tuning skills for join-heavy SQL workloads and execution planning.

Performance TuningsqlWayfair
Calculate Monthly Sales Growth by Product CategoryMedium
Practice
Recently asked
Practice drill

Calculate month-over-month sales growth for each product category using JOINs and window functions.

JoinsAggregationsWayfairREVOLVEFanatics
Top Product Revenue Last 30 DaysMedium
Practice
Practice drill

Use joins, a CTE, and aggregation to rank the top 5 products by non-returned revenue in the last 30 days.

Date FunctionsJoinsAggregationsBlue NileO'Reilly Auto PartsCengage
Rank Suppliers by Missed WindowsMedium
Practice
Practice drill

Use joins, CASE WHEN, and aggregation to find which suppliers most often miss scheduled delivery windows.

supplier performancesql analysisAggregationsLucid MotorsWayfair
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2
Behavioral & Leadership5 questions · ~40 min
Balancing Technical Debt and DeadlineMedium

Tests prioritization under pressure, technical judgment, and stakeholder management when technical debt threatens a client deadline.

client deadlineConflict Resolutiontechnical debtWayfair
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3
More topics2 questions · ~16 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityWayfair
Pipeline for Black Friday EventsHard

Tests your ability to design scalable, reliable pipelines for bursty event data in e-commerce.

system designdata pipelineWayfair

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