Top 33
Prep plan
Updated weekly · Last refresh Oct 17

OWKIN Data Scientist Interview Questions

The questions to prepare for a OWKIN Data Scientist interview. Questions from real interview reports rank first. Updated daily.

33questions
~5htotal time
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1
Statistics & ProbabilityStart here. 3 questions · ~27 min
2
Product Sense3 questions · ~27 min
Motivation in Healthcare Product WorkEasy

Explain what drives your work and how you connect motivation to meaningful user and patient impact in healthcare.

User NeedsValue PropositionUse CasesOWKIN
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3
A/B Testing & Experimentation4 questions · ~35 min
Power Analysis for Survey ExperimentHard

Determine sample size and power for a customer survey or experiment, including MDE, guardrails, and a disciplined decision rule.

MDEPower AnalysisSample SizeOWKIN
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 MismatchOWKIN
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4
Machine Learning7 questions · ~62 min
Prevent Overfitting in ML ModelsEasy

Explain how to reduce overfitting using regularization, validation, and model selection.

Cross-ValidationBias-Variance TradeoffRegularizationOWKIN
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5
SQL & Data Manipulation3 questions + 1 drill · ~37 min
SQL Window Ranking by HospitalMedium
Practice

Rank patients by risk score within each hospital and return the top three using PostgreSQL window functions.

Window Functionsnull handlingJoinsOWKIN
SQL Query OptimizationMedium
Practice
Practice drill

Optimize a slow PostgreSQL query that aggregates completed transactions while preserving customers with no matching activity.

Performance Tuningdatabase optimizationindexesDDroisysCapgeminiNomura
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6
Behavioral & Leadership9 questions · ~80 min
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7
More topics4 questions · ~35 min
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 IndicatorsDiagnosisOWKIN
Model Implementation and PerformanceMedium

Assesses your practical modeling skills and performance evaluation approach.

model performanceOWKIN
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The finish line: interview-readyComplete all 33 questions plus 1 hands-on drill to finish this plan.