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Updated weekly · Last refresh Aug 30

Meta Product Growth Analyst Interview Questions

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

50questions
~8htotal time
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1
SQL & Data ManipulationStart here. 7 questions · ~71 min
SQL Screening AssessmentMedium
Practice

Calculate Reels funnel metrics by experiment variant using joins, conditional aggregation, and date filtering.

Meta
SQL Join With User InfoMedium
Practice

Join Meta donation events to user launch and country attributes, then aggregate positive Q1 donations by segment.

Meta
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2
Product Sense7 questions · ~71 min
Group Call Need AssessmentMedium

Decide whether Meta should add a group call feature using only the provided table and product metrics.

Meta
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3
Metrics7 questions · ~71 min
Impressions Without CommentsMedium

Investigate why Meta surfaces show impressions but no comments, and isolate whether the issue is funnel, ranking, or instrumentation.

Meta
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4
A/B Testing & Experimentation7 questions · ~71 min
Probability and Statistics for AnalyticsMedium

Design a Meta A/B test for Instagram Reels using ig save as the primary metric, with power, guardrails, and SRM checks.

Meta
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5
Execution6 questions · ~60 min
End-to-End Execution WalkthroughMedium

Plan a cross-functional launch for an IG Reels save metric experiment with CUPED, SRM checks, and virality guardrails.

Meta
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6
Statistics & Probability7 questions · ~71 min
Conflicting A/B Metrics in ReelsHard

Use a two-proportion z-test and a mean-difference test with CUPED to evaluate a Reels experiment where IG Saves improved but day-7 retention declined.

Confidence IntervalsStatistical SignificanceA/B TestingMeta
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7
More topics9 questions · ~91 min
Tell Me About YourselfEasy

Tests your ability to deliver a clear, relevant introduction tailored to the role at Aqr.

Competitive AnalysisGo-to-MarketMeta
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