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Updated weekly · Last refresh Oct 16

Red Ventures Business Analyst Interview Questions

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

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MetricsStart here. 3 questions · ~24 min

Improve Checkout Conversion MetricsHard

Define the checkout metrics to watch and use funnel diagnosis to find where conversion is leaking.

Funnel AnalysisConversion RateA/B Testing

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Statistics & Probability4 questions · ~32 min

Statistical vs Practical SignificanceMedium

Explain why a statistically significant experiment result may still be too small to matter for product or business decisions.

Confidence IntervalsExperimentationHypothesis Testing

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20% of a NumberEasy

Tests basic percentage calculation accuracy.

mental math

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Strategy6 questions · ~49 min

Why Red Ventures If You Were to Start Your Own CompanyMedium

Evaluates motivation and ability to articulate a business idea with reasoning.

Red Ventures

Entrepreneur MomentsMedium

Tests initiative, ownership, and entrepreneurial behaviors relevant to business analysis.

experience

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SQL & Data Manipulation3 questions + 3 drills · ~54 min

SQL Background and Data WorkMedium

Evaluates SQL proficiency and practical experience turning data into analysis.

Excel

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SQL Top Pages by Conversion DropMedium

Practice

Practice drill

Use weekly conversion rates and LAG to find the three pages with the largest week-over-week declines.

Window FunctionsLag/LeadDate Functions

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Deduplicate Latest Session RecordsMedium

Practice

Practice drill

Retain the latest event record for each session while resolving timestamp ties deterministically.

Window Functionsdeduplicationdata cleaning

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Monthly Retention Cohort AnalysisHard

Practice

Practice drill

Build monthly signup cohorts with CTEs and joins to calculate month 0-2 retention for a self-serve product.

Data Analysisuser retentionCohort Analysis

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BILL

OpenAI

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Behavioral & Leadership18 questions · ~146 min

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