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Susquehanna International Group Data Scientist Interview Questions

The questions to prepare for a Susquehanna International Group Data Scientist interview. Questions from real interview reports rank first. Updated daily.

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1
Statistics & ProbabilityStart here. 12 questions · ~101 min
Guaranteed Matching Pair in SocksEasy

Use worst-case reasoning to find the minimum number of sock draws needed to guarantee a matching pair.

combinatoricsExpected ValueConditional ProbabilitySusquehanna International Group
Probability of Sum NineEasy

Compute the probability that two fair six-sided dice add up to 9 by counting favorable outcomes over total outcomes.

DistributionsExpected ValueConditional ProbabilitySusquehanna International Group
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2
Behavioral & Leadership7 questions · ~59 min
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3
More topics8 questions · ~68 min
A/B Test for Trading WorkflowMedium

Design an experiment for a new trading signal or workflow change, including metrics, power, randomization, and launch criteria.

experiment designGuardrail Metricsprimary metricsSusquehanna International Group
Choose Metrics for New FeaturesEasy

Define a practical framework for selecting a north star, supporting KPIs, and leading indicators for a new product feature.

North Star MetricKPIsLeading IndicatorsSusquehanna International Group
Window Functions for Rolling MetricsMedium

Tests SQL proficiency with window functions for grouped rolling computations.

Window FunctionsRankingRunning TotalsSusquehanna International Group
Deployment Readiness for Predictive ModelsMedium

Tests model evaluation, validation strategy, and readiness criteria for production use.

Cross-ValidationBias-Variance TradeoffModel EvaluationSusquehanna International Group
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 MismatchSusquehanna International Group
First Checks for Metric DropsEasy

Outline the first checks to diagnose a sudden drop in a core product metric, starting with data quality, scope, and decomposition.

Lagging IndicatorsLeading IndicatorsDiagnosisSusquehanna International Group
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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 27 questions plus 3 hands-on drills to finish this plan.