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Updated weekly · Last refresh Aug 30

Flow Data Analyst Interview Questions

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

14questions
~2htotal time
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1
Statistics & ProbabilityStart here. 7 questions · ~56 min
Regression Assumptions and HeteroscedasticityMedium

Tests statistical modeling assumptions and diagnostic testing.

BiasRegressionFlow
Conditional Probability in MarketsMedium

Tests understanding of conditional probability applied to market data.

probabilityConditional ProbabilityFlow
Expected Value With One RerollMedium

Tests expected value reasoning and decision logic under uncertainty.

Decision MakingprobabilityExpected ValueFlow
Ridge vs Lasso RegressionMedium

Tests model selection intuition and regularization understanding.

BiasRegressionFlow
Predicting Price Moves From LOBHard

Tests feature engineering and modeling approach for limit order book prediction.

Time SeriesFlow
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2
Behavioral & Leadership5 questions · ~40 min
Arithmetic Sequence in 10 SecondsEasy

Tests speed and accuracy on basic quantitative reasoning.

time managementmental mathquantitative problem solvingFlow
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3
More topics2 questions · ~16 min
Clean and Preprocess Tick DataMedium

Tests data engineering skills for high-frequency market datasets.

Data QualityData WranglingTime SeriesFlow
Imbalanced Classification MetricsMedium

Tests metric selection for imbalanced event prediction in financial data.

KPIDiagnosisFlow

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