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Advance Programs Interview Questions

The questions to prepare for Advance Programs interviews, across all roles. Questions from real interview reports rank first. Updated weekly.

50questions
~8htotal time
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1
CodingStart here. 6 questions · ~55 min
2
Execution7 questions · ~65 min
Quality Under Tight DeadlineMedium

Explain how you protect quality on a fixed-deadline engineering project by managing scope, risks, and release criteria.

Launch PlanningTrade-offsScope ManagementAdvance Programs
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3
Product Sense7 questions · ~65 min
Turn Feedback Into New FeaturesMedium

Approach for turning user feedback into a well-scoped feature, with clear prioritization, MVP definition, and success metrics.

User ResearchFeature PrioritizationUser NeedsAdvance Programs
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4
Metrics7 questions · ~65 min
Using Metrics to Drive DecisionsEasy

Explain how you used a KPI and supporting metrics to diagnose a product issue and make a concrete product decision.

Funnel AnalysisKPIsLeading IndicatorsAdvance Programs
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5
SQL & Data Manipulation7 questions + 3 drills · ~95 min
6
Statistics & Probability7 questions · ~65 min
Validity and Reliability in ResearchHard

Assess whether research findings are valid and reliable using hypothesis testing, confidence intervals, and power checks.

Confidence IntervalsHypothesis TestingCausal InferenceAdvance Programs
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7
More topics9 questions · ~83 min
Tell Me About YourselfEasy

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

Competitive AnalysisGo-to-MarketAdvance Programs
Walk me through a recent machine learning project Medium

Walk me through a recent machine learning project you deployed. What were the biggest technical hurdles?

Cross-ValidationFeature EngineeringSupervised LearningAdvance Programs
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