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Age of Learning Product Analyst Interview Questions

The questions to prepare for a Age of Learning Product Analyst interview. Questions from real interview reports rank first. Updated daily.

10questions
~2htotal time
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1
SQL & Data ManipulationStart here. 3 questions + 2 drills · ~48 min
Calculate 30-Day User RetentionHard
Practice

Use CTEs, joins, and date filtering to calculate 30-day retention by signup cohort from login and feature usage data.

Window FunctionsDate FunctionsAggregationsAge of Learning
Handle Incomplete or Inconsistent DataEasy

Explain how to assess and clean incomplete or inconsistent data before analysis.

Data WranglingCase WhenQualityAge of Learning
SQL and Tableau ProficiencyEasy

Assesses your ability to query data with SQL and visualize insights with Tableau for product decisions.

sqlAge of Learning
Weekly Signup Cohort RetentionHard
Practice
Practice drill

Calculate weekly retention by signup cohort using CTEs, joins, date truncation, and distinct user counts.

Window FunctionsDate FunctionsAggregationsBrexPostmaneToro
Compare Channel Retention by CohortHard
Practice
Practice drill

Calculate day-30 retention by acquisition channel using joins, CTEs, date filtering, and channel-level aggregation.

Date FunctionsJoinsGroup ByRipplingInstacartpayactiv
2
Behavioral & Leadership4 questions · ~37 min
Explaining Analysis to Non-Technical StakeholdersEasy

Tests communication of complex data to non-technical stakeholders, including clarity, stakeholder management, and actionable storytelling.

Influence Without AuthorityStakeholder ManagementCommunicationAge of Learning
Prioritizing Across Competing ProjectsMedium

Tests prioritization under pressure across multiple projects, including time management, stakeholder communication, and ownership of trade-offs.

time managementmultitaskingPrioritizationAge of Learning
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3
More topics3 questions · ~28 min
Define Success Metrics for FeaturesMedium

Set a clear north star, supporting KPIs, leading indicators, and guardrails for a new product feature.

North Star MetricLagging IndicatorsKPIsAge of Learning
Explaining A/B Test ResultsMedium

Evaluates how you communicate experiment results and implications to product stakeholders.

CommunicationA/B TestingAge of Learning
Balancing Significance and SpeedMedium

Assesses how you make experiment decisions under real product timelines.

Decision MakingStatistical SignificanceAge of Learning

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The finish line: interview-readyComplete all 10 questions plus 2 hands-on drills to finish this plan.