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Kivi Capital Interview Questions

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

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1
CodingStart here. 7 questions · ~64 min
2
Machine Learning5 questions · ~45 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 TradeoffKKivi Capital
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3
Statistics & Probability10 questions · ~91 min
Outcome Probability With ConstraintsMedium

Assesses skill in modeling constrained stochastic processes and computing outcome probabilities.

probabilityKKivi Capital
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4
Behavioral & Leadership5 questions · ~45 min
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5
More topics9 questions · ~82 min
Use Window FunctionsMedium
Practice

Demonstrate window functions by ranking active employees by salary within each department.

Window FunctionsData ManipulationRankingKKivi Capital
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 MismatchKKivi Capital
Diagnose a Metric Drop After LaunchMedium

Investigate why a key KPI moved the wrong way after a product change and separate signal from noise.

Lagging IndicatorsLeading IndicatorsDiagnosisKKivi Capital
Evaluating Beyond AccuracyHard

Explain how to evaluate a model using metrics, validation, calibration, and error analysis beyond accuracy.

model performanceevaluation metricsPrecisionKKivi Capital
Real-Time Data Ingestion at ScaleMedium

Tests experience designing ingestion pipelines for low-latency, high-throughput data systems.

scalabilitydata ingestionKKivi Capital
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Hands-on SQL practiceWrite and run real queries in the editor. 2 drills · ~20 min
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