Top 13
Prep plan
Updated weekly · Last refresh Aug 30

Front Product Analyst Interview Questions

The questions to prepare for a Front Product Analyst interview. Questions from real interview reports rank first. Updated weekly.

13questions
~2htotal time
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1
SQL & Data ManipulationStart here. 5 questions + 3 drills · ~70 min
Approach a Raw Data Case StudyMedium

Evaluates structured problem solving and analytical workflow from messy data to insights.

Data Analysiscase studyFront
Investigate a Metric DropMedium

Assesses diagnostic thinking and ability to isolate drivers of product metric changes.

Metricsroot cause analysisFront
Reconciling Data AnomaliesMedium

Tests debugging skills and judgment when investigating and correcting unexpected data behavior.

analytical skillsReconciliationdata anomalyFront
Validating Findings for StakeholdersMedium

Tests rigor in analysis, quality checks, and confidence-setting for stakeholder communication.

stakeholder communicationdata integrityvalidationFront
Join Tables for RetentionMedium

Tests SQL reasoning for cohorting and retention calculation using relational data.

Joinsuser retentionsqlFront
Analyze Monthly Revenue Trends by Product CategoryMedium
Practice
Practice drill

Calculate monthly revenue trends per product category using aggregations and window functions.

FrontZulilyCommonwealth Bank of Australia
Top Users by Recent Transaction VolumeMedium
Practice
Practice drill

Find the top 3 users by completed transaction volume in the last 30 days using joins and aggregation.

Data Analysisquery optimizationsqlTTier 1 BankRevolutChime
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 AnalysisRed VenturesBILLOpenAI
2
Behavioral & Leadership7 questions · ~56 min
Proudest Analytical ProjectMedium

Assesses impact, ownership, and ability to connect analysis to product outcomes.

project experienceanalytical skillsimpactFront
Introducing Your Product BackgroundEasy

Tests whether the candidate can present a focused career narrative, connect past product work to impact, and explain motivation clearly.

backgroundCommunicationself introductionFront
More Behavioral & Leadership questions with a free account
3
More topics1 question · ~8 min
The finish line: interview-readyComplete all 13 questions plus 3 hands-on drills to finish this plan.