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Genius Sports Interview Questions

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

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1
CodingStart here. 8 questions · ~76 min
Compute Nth Fibonacci NumberEasy
Practice

Compute the nth Fibonacci number using an iterative dynamic programming approach with O(n) time and O(1) space.

RecursionMathDynamic ProgrammingGenius Sports
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2
Pipelines7 questions · ~66 min
Debugging Production Data PipelinesMedium

A structured approach to debugging production data pipelines, with focus on orchestration, data quality, idempotency, and safe backfills.

InfrastructureToolsQualityGenius Sports
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3
Execution8 questions · ~76 min
Diagnose Production Latency IncidentMedium

Explain how you would diagnose a production latency issue, align stakeholders, and decide whether to mitigate, roll back, or continue investigating.

Risk AssessmentTroubleshootingQualityGenius Sports
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4
SQL & Data Manipulation5 questions + 3 drills · ~77 min
Handling Missing ValuesMedium

Tests practical decision-making for missing data handling to protect analysis validity.

SubqueriesData WranglingCTEsGenius Sports
Monthly Sales Trends by CategoryMedium
Practice
Practice drill

Aggregate monthly sales by product category and use LAG to calculate month-over-month changes.

InfrastructureToolsData WranglingTotal Wine & MoreInc.Benjamin Moore
Resolve Conflicting Customer AttributesMedium
Practice
Practice drill

Use joins, CTEs, and row ranking to resolve conflicting customer profile values across ACME House systems.

JoinsData WranglingQualityRamsey SolutionsACME House
Reconcile Conflicting Invoice TotalsMedium
Practice
Practice drill

Reconcile billing and ERP invoice totals using joins, a CTE for latest snapshots, and CASE-based discrepancy classification.

JoinsData WranglingQualityLiterati
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5
Statistics & Probability4 questions · ~38 min
Significance of Accuracy DropsMedium

Tests statistical testing and reasoning for diagnosing live sports data quality issues.

SamplingHypothesis TestingStatistical SignificanceGenius Sports
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6
More topics18 questions · ~171 min
Tell Me About YourselfEasy

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

Competitive AnalysisGo-to-MarketGenius Sports
Pitfalls in Streaming Experiment AnalysisHard

Identify major online experiment pitfalls and explain how they can bias results in a streaming product A/B test.

Network InterferenceNovelty EffectSample Ratio MismatchGenius Sports
Regression for Predicting PerformanceMedium

Tests regression intuition and practical feature-to-target thinking for sports performance prediction.

predictive modelingFeature EngineeringRegressionGenius Sports
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