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Updated weekly · Last refresh Oct 17

Product & Design Product Analyst Interview Questions

The questions to prepare for a Product & Design Product Analyst interview. Questions from real interview reports rank first. Updated daily.

6questions
~1htotal time
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1
SQL & Data ManipulationStart here. 2 questions + 3 drills · ~46 min
Handling Missing and Dirty SQL DataMedium

Explain how to profile, clean, and standardize missing or dirty data before analysis.

Data WranglingCase WhenQualityProduct & Design
Joining User Behavior DataMedium

Tests your SQL skills for combining behavioral data into analysis-ready datasets.

JoinsData ManipulationsqlProduct & Design
SQL Variant Comparison With RankingMedium
Practice
Practice drill

Compare experiment variants by conversion metrics and rank them using a window function.

Window FunctionsData ManipulationRankingProduct & Design
SQL and Resume-Based QuestionsMedium
Practice
Practice drill

Summarize risk-analysis SQL work by joining source tables and classifying records with CASE logic.

JoinsData ManipulationresumeBarclays
Pivot and Unpivot in Alteryx and SQLMedium
Practice
Practice drill

Show how to pivot and unpivot the same table in SQL using a sales matrix.

Data ManipulationData WranglingCase WhenInfosys
2
Metrics1 question · ~8 min
Defining Player Behavior KPIsHard

Evaluates your ability to select meaningful KPIs for understanding player behavior.

MetricsProduct & Design

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3
Statistics & Probability2 questions · ~16 min
Testing Retention SignificanceMedium

Evaluates your approach to statistical significance in retention analysis.

Metricsuser retentionStatistical SignificanceProduct & Design
Explaining A/B vs T-TestsMedium

Assesses your understanding of statistical testing for product decision-making.

Product & Design
4
Behavioral & Leadership1 question · ~8 min
Product Analyst Soft SkillsMedium

Assesses communication and collaboration while translating data into actionable product insights.

soft skillsProduct & Design
The finish line: interview-readyComplete all 6 questions plus 3 hands-on drills to finish this plan.