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lululemon Business Analyst Interview Questions

The questions to prepare for a lululemon Business Analyst interview. Questions from real interview reports rank first. Updated daily.

50questions
~7htotal time
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1
Product SenseStart here. 7 questions · ~56 min
Diagnose Guest Support InefficienciesEasy

Identify the biggest inefficiencies in StayNest guest support and prioritize product fixes that reduce repeat contacts and resolution time.

User NeedsValue PropositionPain Pointslululemon
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2
SQL & Data Manipulation7 questions + 3 drills · ~86 min
Demonstrate BI Tool SQL FluencyEasy

Explain how strong SQL fundamentals support effective use of BI tools for reporting, analysis, and dashboard development.

Window FunctionsData WranglingAggregationslululemon
SQL Joins and FilteringMedium

Tests SQL fluency for retrieving and shaping data for analysis.

Joinssqllululemon
Rolling 7-Day ROAS QueryHard
Practice
Practice drill

Calculate lululemon's rolling 7-day ROAS by combining daily ad spend and conversion revenue.

Window FunctionsDate FunctionsCTEslululemon
SQL Top Products by RegionMedium
Practice
Practice drill

Rank Roche products by revenue within each region for the last completed quarter using CTEs, joins, aggregation, and RANK().

JoinsRankingAggregationsAubay SpainRocheAyes - Management & Technology Consulting
Analyze Decision Impact by RegionEasy
Practice
Practice drill

Use joins, CASE WHEN, and date filtering to compare outcome rates before and after a decision.

Data WranglingDiagnosisAggregationsHarbourVest Partners
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3
Execution14 questions · ~112 min
Handle a Skeptical StakeholderEasy

Explain how you would respond when a key stakeholder repeatedly challenges your data or recommendations.

Trade-offsRisk AssessmentScope Managementlululemon
Make Leadership Recommendations ActionableEasy

Explain how you would turn analysis into clear, decision-ready recommendations that leadership can act on.

Success CriteriaRoadmappingScope Managementlululemon
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4
Metrics13 questions · ~104 min
Diagnose Operational Bottlenecks with MetricsMedium

Use operational metrics to find where work slows down, isolate root causes, and turn the analysis into repeatable improvements.

Diagnosisoperational databottleneckslululemon
Prioritize KPIs for a DashboardEasy

Choose a focused KPI set for a new dashboard by tying metrics to product value, business goals, and leading versus lagging signals.

KPIsLeading IndicatorsDiagnosislululemon
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5
Strategy5 questions · ~40 min
Scale Support Globally Without Losing QualityHard

Tests strategy for global scaling that preserves guest experience and operational performance.

Go-to-MarketGrowth StrategyEconomies of Scalelululemon
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6
Behavioral & Leadership4 questions · ~32 min
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The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.