Yelp Data Scientist Interview Questions
The questions to prepare for a Yelp Data Scientist interview. Questions from real interview reports rank first. Updated weekly.
Rank Yelp businesses within each city by review count using aggregation and ROW_NUMBER().
YelpExplain how supervised and unsupervised learning differ, and ground the distinction in a practical ML example.
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Explain how to design and evaluate an A/B test for a product feature, including metrics, MDE, sample size, and guardrails.
YelpAssess pitfalls in a two-sided marketplace experiment, including interference, SRM, and guardrails before deciding whether results are trustworthy.
YelpTests your end-to-end approach to exploratory analysis and insight generation.
YelpTests your understanding of how data science supports Yelp's product and decision-making.
YelpExplain which classification metrics to use and how metric choice depends on the business objective and error tradeoffs.
YelpTests your familiarity with scalable data tools and how you apply them.
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