Intercontinental Exchange Data Scientist Interview Questions

The questions to prepare for a Intercontinental Exchange Data Scientist interview. Questions from real interview reports rank first. Updated weekly.

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Derivative Pricing Under Volatility

Hard

Tests quantitative reasoning for derivative pricing under volatility assumptions.

pricing

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SQL Window Functions Example

Medium

Tests proficiency with SQL window functions for financial time series analytics.

Data Manipulation

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First Checks for Metric Drops

Easy

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

Lagging IndicatorsLeading IndicatorsDiagnosis

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Statistical Significance in Hypothesis Testing

Easy

Explain what statistical significance means and why it matters when interpreting experimental or analytical results.

Hypothesis TestingData AnalysisStatistical Significance

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Linear Regression From Scratch

Medium

Tests fundamentals of machine learning implementation and numerical reasoning.

linear regressionstatistics

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Memory-Efficient Financial Log Processing

Hard

Tests system design and performance optimization for large financial datasets.

performance

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