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Updated weekly · Last refresh Oct 6AKUNA CAPITAL Quantitative Researcher Interview Questions
The questions to prepare for a AKUNA CAPITAL Quantitative Researcher interview. Questions from real interview reports rank first. Updated daily.
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~2htotal time
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Machine LearningStart here. 4 questions · ~32 min
Mitigating Overfitting in Linear RegressionMedium
Tests knowledge of model regularization and validation.
linear regressionModel Evaluationoverfitting
AKUNA CAPITAL
AKUNA CAPITALConstruct and Validate a Trading SignalHard
Evaluates building and backtesting trading signals from data.
performancevalidationAKUNA CAPITAL
AKUNA CAPITALBacktesting LeakageHard
Tests understanding of data leakage and robust backtesting.
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2
Statistics & Probability5 questions · ~40 min
Expected Value in a Two-Box GameMedium
Assesses understanding of expected value with simple distributions.
probabilityExpected ValueAKUNA CAPITAL
AKUNA CAPITALMarkov Chains and Bayesian ProbabilityMedium
Assesses approach to stochastic processes and Bayesian thinking.
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3
Behavioral & Leadership4 questions · ~32 min
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4
More topics3 questions · ~24 min
Pros and Cons of AUCMedium
Evaluates understanding of model evaluation metrics.
MetricsModel EvaluationAKUNA CAPITAL
AKUNA CAPITALExpected Value in Market MakingMedium
Links probability theory to live trading strategies.
Expected ValueAKUNA CAPITAL
AKUNA CAPITALR-Squared and CorrelationMedium
Tests statistical understanding of model fit metrics.
linear regressionCorrelationAKUNA CAPITAL
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The finish line: interview-readyComplete all 16 questions to finish this plan.