Top 14
Prep plan
Updated weekly · Last refresh Aug 30Flow Data Analyst Interview Questions
The questions to prepare for a Flow Data Analyst interview. Questions from real interview reports rank first. Updated weekly.
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Statistics & ProbabilityStart here. 7 questions · ~56 min
Regression Assumptions and HeteroscedasticityMedium
Tests statistical modeling assumptions and diagnostic testing.
BiasRegression
Flow
FlowConditional Probability in MarketsMedium
Tests understanding of conditional probability applied to market data.
probabilityConditional Probability
Flow
FlowExpected Value With One RerollMedium
Tests expected value reasoning and decision logic under uncertainty.
Decision MakingprobabilityExpected Value
Flow
FlowRidge vs Lasso RegressionMedium
Tests model selection intuition and regularization understanding.
BiasRegression
Flow
FlowPredicting Price Moves From LOBHard
Tests feature engineering and modeling approach for limit order book prediction.
Time Series
Flow
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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 solving
Flow
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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 Series
Flow
FlowImbalanced Classification MetricsMedium
Tests metric selection for imbalanced event prediction in financial data.
KPIDiagnosis
Flow
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