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Mulligan Funding Interview Questions

The questions to prepare for Mulligan Funding interviews, across all roles. Questions from real interview reports rank first. Updated daily.

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1
A/B Testing & ExperimentationStart here. 3 questions · ~26 min
Common Pitfalls in Experiment ResultsHard

Identify the main pitfalls that can distort A/B test interpretation and explain how to guard against them.

PeekingNovelty EffectSample Ratio MismatchMulligan Funding
Design an Installment-Flow ExperimentMedium

Design an A/B test for a new checkout installment-flow feature, including metrics, power, guardrails, and a disciplined ship decision.

ExperimentationHypothesis TestingA/B TestingMulligan Funding
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2
Product Sense5 questions · ~43 min
Define Metrics for New FeaturesMedium

Define a success metric for a new feature that captures real user value, not just raw usage.

MetricsFeature Prioritizationuser valueMulligan Funding
Balancing Data Needs and FrictionMedium

Tests ability to optimize the trade-off between model performance and customer experience.

customer experienceMulligan Funding
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3
Machine Learning4 questions · ~34 min
MLOps for Deployment and MonitoringMedium

Tests practical MLOps skills for production model reliability and observability.

monitoringmlopsMulligan Funding
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4
Behavioral & Leadership5 questions · ~43 min
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5
More topics5 questions · ~43 min
Analyze Customer Purchase Trends with Window FunctionsEasy
Practice

Calculate the monthly spending trends for customers using window functions and joins.

Mulligan Funding
Validating Data Analysis ResultsMedium

Tests rigor in validating analysis quality and reliability for business decisions.

Data AnalysisMulligan Funding
Diagnosing Segment KPI DropsMedium

Tests diagnostic skills for metric declines using data slicing and hypothesis-driven investigation.

performance analysisMulligan Funding
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Hands-on SQL practiceWrite and run real queries in the editor. 2 drills · ~20 min
Top Categories Over TimeMedium
Practice
Practice drill

Rank top product categories by revenue and units sold during a defined reporting period.

Date FunctionsJoinssql queryEEstée Lauder CompaniesWWMFAmazon Development Center U.S.
SQL and Experiment Case StudyHard
Practice
Practice drill

Combine joins, aggregations, and window functions to compare conversion and order metrics across A/B test variants.

Joinssqldata validationInstacart
The finish line: interview-readyComplete all 22 questions plus 2 hands-on drills to finish this plan.