Verily Data Scientist Interview Questions
The questions to prepare for a Verily Data Scientist interview. Questions from real interview reports rank first. Updated weekly.
Calculate site-level rolling 30-day patient retention using self-joins, conditional aggregation, and window functions.
VerilyIdentify patient treatment intervals exceeding 90 days using a self-join, MAX aggregation, and date subtraction.
VerilyUse joins, CTEs, and aggregations to find the weakest step in an onboarding funnel and estimate lost conversions.
Atlassian
RevolutInvestigate a 15% engagement decline by decomposing the metric, isolating root causes, and proposing actions.
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Tests study design and bias mitigation for causal inference from real-world data.
VerilyTests applied ML system design for safety-critical triage and prioritization of patient communications.
VerilyTests experimental design and causal thinking for product impact measurement in healthcare.
VerilyTests knowledge of rigorous experimentation design and common failure modes in healthcare.
VerilyTests model evaluation choices, metrics, and validation for high-stakes clinical prediction.
Verily