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AkunaCapital Quantitative Analyst Interview Questions

The questions to prepare for a AkunaCapital Quantitative Analyst interview. Questions from real interview reports rank first. Updated daily.

50questions
~8htotal time
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1
CodingStart here. 14 questions · ~126 min
Streaming Mean and Mode ClassHard
Practice
Recently asked

Maintain mean, median, and smallest mode over an AkunaCapital market-data stream using heaps and frequency maps.

Data StructurespythonAAkunaCapital
Remove Duplicates Preserve OrderEasy
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Recently asked

Remove repeated values from a list in one pass while preserving the first occurrence order.

deduplicationArraysArray ManipulationAAkunaCapital
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2
Statistics & Probability14 questions · ~126 min
Apply Probability in Quant WorkMedium
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Assesses ability to connect probability concepts to real quantitative tasks.

leetcodestatisticsarithmeticAAkunaCapital
Expected Value From DiceMedium
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Assesses expected value computation and correct use of probability distributions.

Expected ValueAAkunaCapital
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3
Machine Learning7 questions + 1 drill · ~73 min
Implement Gradient DescentHard
Recently asked

Tests understanding of optimization algorithms and convergence considerations.

Gradient DescentoptimizationAAkunaCapital
Separating Two Bell DistributionsMedium
Practice
Practice drill

Separate two overlapping populations by estimating a boundary from labeled data.

probabilityMachine Learningcomplex queriesApplied Materials
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4
SQL & Data Manipulation4 questions + 2 drills · ~56 min
5
Finance & Accounting6 questions · ~54 min
Market Making Game GamblingMedium
Recently asked

Assesses your practical understanding of probability in market making or betting contexts.

market makingAAkunaCapital
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6
Behavioral & Leadership4 questions · ~36 min
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7
More topics1 question · ~9 min
Minimum Processing Time SchedulingMedium
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Assesses scheduling and optimization reasoning for operational decision problems.

delivery managementAAkunaCapital
The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.