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AKUNA CAPITAL Interview Questions

The questions to prepare for AKUNA CAPITAL interviews, across all roles. Questions from real interview reports rank first. Updated daily.

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1
CodingStart here. 4 questions · ~40 min
2
SQL & Data Manipulation4 questions + 1 drill · ~50 min
3
Statistics & Probability4 questions · ~40 min
Expected Flips for Two HeadsMedium

Compute the expected waiting time to see two consecutive heads when flipping a fair coin.

DistributionsExpected ValueConditional ProbabilityAKUNA CAPITAL
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4
Pipelines4 questions · ~40 min
Design Scalable Pipeline InfrastructureHard

Design the core pipeline infrastructure for a new project, with attention to orchestration, data quality, idempotency, and future scale.

InfrastructureToolsQualityAKUNA CAPITAL
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5
Machine Learning4 questions · ~40 min
Supervised vs Unsupervised LearningEasy

Explain how supervised and unsupervised learning differ, and ground the distinction in a practical ML example.

Unsupervised LearningFeature EngineeringBias-Variance TradeoffAKUNA CAPITAL
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6
Execution4 questions · ~40 min
Clarify Ambiguous Project RequirementsMedium

Explain how you turn vague requirements into aligned scope, clear decisions, and shared understanding for the team.

ClarityDealing With AmbiguityProject ManagementAKUNA CAPITAL
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7
More topics26 questions · ~262 min
Common Pitfalls in Experiment ResultsHard

Identify the main pitfalls that can distort A/B test interpretation and explain how to guard against them.

PeekingNovelty EffectSample Ratio MismatchAKUNA CAPITAL
Diagnose KPI Drop After ReleaseMedium

Diagnose a post-release KPI drop by separating instrumentation issues from real behavior changes and tracing the problem through the metric hierarchy.

KPILeading IndicatorsDiagnosisAKUNA CAPITAL
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The finish line: interview-readyComplete all 50 questions plus 1 hands-on drill to finish this plan.