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Kalshi Interview Questions

The questions to prepare for Kalshi interviews, across all roles. Questions from real interview reports rank first. Updated weekly.

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1
Machine LearningStart here. 6 questions · ~48 min
Feature Engineering and Model PerformanceEasy

Explain how feature engineering improves supervised model performance and how to validate its impact with proper evaluation.

Feature EngineeringBias-Variance TradeoffSupervised LearningKalshi
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2
Product Sense4 questions · ~32 min
Align Analysis to Client GoalsEasy

Framework for keeping marketing analysis tied to client goals, decision needs, and measurable business outcomes.

User NeedsValue PropositionUse CasesKalshi
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3
Coding6 questions · ~48 min
Readability and MaintainabilityMedium

Tests your ability to produce clean, maintainable code while solving algorithmic problems.

maintainabilityKalshi
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4
Behavioral & Leadership13 questions · ~104 min
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5
More topics7 questions · ~56 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 MismatchKalshi
First Checks for Metric DropsEasy

Outline the first checks to diagnose a sudden drop in a core product metric, starting with data quality, scope, and decomposition.

Lagging IndicatorsLeading IndicatorsDiagnosisKalshi
Discuss Model Evaluation TechniquesMedium

Explain your approach to model evaluation, including how you choose and interpret metrics for different ML problems.

PrecisionAccuracyRecallKalshi
Statistical Significance MethodsMedium

Tests statistical rigor and your ability to choose appropriate significance testing methods.

Hypothesis TestingData AnalysisStatistical SignificanceKalshi
SQL for Event Contract OutcomesMedium

Evaluates your ability to write correct SQL for deriving event contract outcomes from data.

sql queryKalshi
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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
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