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IRS Interview Questions

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

50questions
~7htotal time
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1
SQL & Data ManipulationStart here. 8 questions + 2 drills · ~87 min
2
Metrics6 questions · ~50 min
Investigate User Engagement DeclineMedium

Investigate a 15% engagement decline by decomposing the metric, isolating root causes, and proposing actions.

RetentionDiagnosisEngagement MetricsIRS
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3
A/B Testing & Experimentation8 questions · ~67 min
Common Pitfalls in Experiment ResultsHard

Identify the main pitfalls that can distort A/B test interpretation and explain how to guard against them.

PeekingNovelty EffectSample Ratio MismatchIRS
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4
Statistics & Probability8 questions · ~67 min
Accuracy and Reliability in AnalysisEasy

Explain how to validate data quality and statistical reliability before trusting analysis results.

Confidence IntervalsHypothesis TestingStatistical SignificanceIRS
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5
Execution3 questions · ~25 min
Professional BackgroundEasy

Tests your experience fit for marketing analytics work and how you’ve built relevant skills.

RoadmappingScope ManagementIRS
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6
Product Sense8 questions · ~67 min
Metric for User SatisfactionMedium

Assesses metric design thinking for taxpayer-facing services at IRS.

IRS
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7
More topics9 questions · ~76 min
Tell Me About YourselfEasy

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

Competitive AnalysisGo-to-MarketIRS
Explain Decision TreesMedium

Assesses your understanding of machine learning models and how you explain them clearly.

Decision TreesIRS
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