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Two Sigma Interview Questions

Two Sigma is a systematic hedge fund whose interviews stress probability, statistics, programming and applied machine learning. Below are 35 quant interview questions of the kind asked at Two Sigma, spanning Brain Teasers, Probability, Stochastic Processes, Calculus & Linear Algebra, Algorithms & Numerical, Portfolio & Risk, Statistics. Each comes with a full worked solution — sign in to check your answers and track your progress.

4
Horse Race — Top 3
Brain TeasersGoogleTwo Sigma
Medium
7
100 Lockers
Brain TeasersGoogleTwo Sigma
Medium
12
12 Balls, One Odd
Brain TeasersCitadelJane StreetTwo Sigma
Hard
20
Roll Until All Six Faces
ProbabilityGoogleTwo Sigma
Medium
25
Bayes — Disease Test
ProbabilityGoldman SachsTwo Sigma
Medium
33
Poisson — No Arrivals
ProbabilityTwo SigmaJump Trading
Medium
42
Covariance of Brownian Motion
Stochastic ProcessesGoldman SachsTwo Sigma
Medium
44
Random Walk Recurrence
Stochastic ProcessesTwo SigmaDE Shaw
Medium
45
Quadratic Variation of BM
Stochastic ProcessesGoldman SachsTwo Sigma
Medium
46
Random Walk — Expected Steps
Stochastic ProcessesJane StreetTwo Sigma
Hard
51
Gaussian Integral
Calculus & Linear AlgebraGoldman SachsTwo Sigma
Medium
56
Integral of x·e^(−x)
Calculus & Linear AlgebraGoldman SachsTwo Sigma
Medium
59
Sum of First 10 Squares
Calculus & Linear AlgebraJane StreetTwo Sigma
Easy
60
Trace = Sum of Eigenvalues
Calculus & Linear AlgebraTwo SigmaGoldman Sachs
Easy
61
Determinant = Product of Eigenvalues
Calculus & Linear AlgebraTwo SigmaDE Shaw
Easy
65
Product of Array Except SelfLeetCode
Algorithms & NumericalTwo SigmaHRT
Medium
67
Kth Largest ElementLeetCode
Algorithms & NumericalTwo SigmaDE Shaw
Medium
69
Maximum Subarray (Kadane)LeetCode
Algorithms & NumericalTwo SigmaDE Shaw
Medium
70
Random Pick with WeightLeetCode
Algorithms & NumericalCitadelTwo Sigma
Medium
71
Shuffle an Array (Fisher-Yates)LeetCode
Algorithms & NumericalTwo SigmaDE Shaw
Medium
72
Best Time to Buy and Sell StockLeetCode
Algorithms & NumericalTwo SigmaDE Shaw
Medium
73
Monte Carlo — Estimate π
Algorithms & NumericalGoldman SachsTwo Sigma
Easy
77
Median of Two Sorted ArraysLeetCode
Algorithms & NumericalGoogleTwo Sigma
Hard
79
Time-Based Key-Value StoreLeetCode
Algorithms & NumericalTwo SigmaJump Trading
Medium
85
LRU CacheLeetCode
Algorithms & NumericalTwo SigmaHRT
Medium
86
Longest Increasing SubsequenceLeetCode
Algorithms & NumericalTwo SigmaDE Shaw
Medium
87
Find Median from Data StreamLeetCode
Algorithms & NumericalTwo SigmaCitadel
Hard
89
Number of IslandsLeetCode
Algorithms & NumericalGoogleTwo Sigma
Medium
126
CVaR / Expected Shortfall
Portfolio & RiskAQR CapitalTwo Sigma
Medium
128
Maximum Drawdown
Portfolio & RiskCitadelTwo SigmaMan Group
Medium
133
Annualizing Sharpe
Portfolio & RiskTwo SigmaAQR Capital
Medium
134
Correlation of X and X²
StatisticsTwo SigmaDE Shaw
Medium
136
OLS Slope
StatisticsTwo SigmaAQR Capital
Easy
139
MLE of a Coin
StatisticsTwo SigmaDE Shaw
Easy
143
Variance of the Sample Mean
StatisticsTwo SigmaDE Shaw
Medium

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