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Hotstar Product Analyst Interview Questions

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

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Optimize Large PostgreSQL Query PerformanceMedium

Explain how to tune slow PostgreSQL queries on multi-million-row tables using indexes, execution plans, joins, and partitioning.

Performance Tuningquery optimizationsql
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Moving Average With Window Functions
Medium

Tests SQL window function skills for time-based user behavior analysis.

Window Functions
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Top N Users During Live Event
Medium

Tests SQL ability to rank and filter high-activity users for live streaming scenarios.

sql query
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Separate Retention From Short Term EngagementHard

Assess whether a feature drives durable retention gains or only a temporary spike in usage.

RetentionEngagement Metrics
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KPIs For New Subscription Tier
Medium

Assesses KPI selection aligned to monetization outcomes and user value.

KPIs
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Investigate Sudden DAU Drop
Medium

Assesses structured troubleshooting for product metrics and data signals.

root cause analysisuser engagement
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Define Engagement By Content Type
Medium

Evaluates product analytics definitions that differ by viewing context.

Engagement Metrics
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Experiment Design For Skip Intro
Medium

Tests experimental design thinking for product changes and causal measurement.

experiment designuser experience
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