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Jane Street Interview Questions

The questions to prepare for Jane Street interviews, across all roles. Questions from real interview reports rank first. Updated daily.

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1
CodingStart here. 5 questions · ~57 min
2
SQL & Data Manipulation5 questions · ~57 min
Validating Inconsistent DataMedium
Practice

Identify inconsistent transaction records using null checks, reference validation, duplicate detection, and status validation.

data accuracyinconsistent datadata validationJane Street
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3
Statistics & Probability5 questions · ~57 min
Expected Flips for Two HeadsMedium

Compute the expected waiting time to see two consecutive heads when flipping a fair coin.

DistributionsExpected ValueConditional ProbabilityJane Street
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4
Pipelines3 questions · ~34 min
Data Quality and Schema EvolutionMedium

Approach for handling schema changes and data quality checks in a high-volume data lake pipeline.

schema evolutionData ModelingQualityJane Street
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5
Metrics5 questions · ~57 min
Diagnose a Metric Drop After LaunchMedium

Investigate why a key KPI moved the wrong way after a product change and separate signal from noise.

Lagging IndicatorsLeading IndicatorsDiagnosisJane Street
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6
Execution5 questions · ~57 min
Balancing Delivery and Technical DebtHard

Explain how to deliver valuable features quickly while systematically reducing technical debt and protecting long-term engineering velocity.

Backlog Managementcode maintainabilitytechnical debtJane Street
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7
More topics22 questions · ~249 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 MismatchJane Street
Estimate Gas Stations in a CityEasy

A market sizing question that tests how you structure assumptions, estimate demand, and sanity check the number of gas stations in a city.

EstimationTAM/SAM/SOMMarket SizingJane Street
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