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Updated weekly · Last refresh Oct 17

lululemon Marketing Analytics Specialist Interview Questions

The questions to prepare for a lululemon Marketing Analytics Specialist interview. Questions from real interview reports rank first. Updated daily.

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1
Statistics & ProbabilityStart here. 5 questions · ~51 min
Explain P-Value in Marketing TestEasy

Use a two-proportion z-test to assess a banner A/B test, then explain the resulting p-value clearly to a non-technical stakeholder.

Confidence IntervalsHypothesis TestingP-Valueslululemon
Design Homepage Banner A/B TestMedium

Tests experimental design choices, metrics, and implementation planning for marketing optimization.

Hypothesis TestingSample SizeA/B Testinglululemon
Interpret CTR Up, CVR FlatMedium

Tests statistical interpretation and diagnostic thinking to recommend next steps for funnel performance.

Hypothesis TestingStatistical SignificanceA/B Testinglululemon
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2
SQL & Data Manipulation3 questions + 2 drills · ~51 min
Top LTV Guest QueryHard

Tests SQL skills for cohorting by LTV and computing time-window order frequency for marketing analytics.

Window FunctionsDate FunctionsRankinglululemon
Email to Store Conversion DelayHard

Tests SQL logic for attribution across email engagement and in-store purchase timing.

JoinsData WranglingCTEslululemon
Rolling 7-Day ROAS QueryHard
Practice

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
MAU Transaction Sequence in 30 DaysMedium
Practice
Practice drill

Find monthly distinct users completing a valid transaction sequence within 30 days using self-joins and aggregation.

Window FunctionsDate FunctionsJoinsIntuit Management Consultancy
3
More topics3 questions · ~31 min
Build a Marketing KPI DashboardMedium

Design a dashboard that connects campaign activity, funnel conversion, and acquisition efficiency to business outcomes.

North Star MetricKPIsLeading Indicatorslululemon
A/B Test StatisticsHard

Assesses statistical reasoning for marketing experimentation and decision-making.

statisticslululemon
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