Stanford School of Medicine Data Scientist Interview Questions
The questions to prepare for a Stanford School of Medicine Data Scientist interview. Questions from real interview reports rank first. Updated daily.
Calculate patient rolling 7-day averages and rank patients within each Medpace research site using layered window functions.
Stanford School of MedicineCompare RANK, DENSE_RANK, and ROW_NUMBER by applying each to ordered employee scores.
Stanford School of MedicineExplain how to profile, quantify, and handle missing values in joined clinical datasets using SQL.
Stanford School of MedicineDemonstrate window functions by ranking active employees by salary within each department.
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CRIFExplain how to prioritize long-term clinical outcomes when short-term engagement metrics point in a different direction.
Stanford School of MedicineDiagnose a 5% drop in Intercom daily active users, separating data quality issues from real changes in user behavior.
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Diagnose a below-expectations product metric drop using decomposition, guardrails, and experiment checks.
Stanford School of MedicineDetermine the sample size needed to detect a meaningful A/B test effect at a chosen significance level and power.
Stanford School of MedicineDesign an A/B test for a new platform feature, including success metrics, power, guardrails, and a clear ship decision.
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