Yelp Data Scientist Interview Questions
The questions to prepare for a Yelp Data Scientist interview. Questions from real interview reports rank first. Updated daily.
Calculate each Yelp user's trailing 30-day review total with daily aggregation and a date-based window function.
YelpAssess pitfalls in a two-sided marketplace experiment, including interference, SRM, and guardrails before deciding whether results are trustworthy.
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Explain what a p-value means, how it relates to statistical significance, and how to describe it clearly to non-technical stakeholders.
YelpExplain practical strategies for handling missing values in a supervised learning workflow, from diagnosis to modeling and validation.
YelpEvaluates your ability to translate event definitions into measurable success metrics.
YelpEvaluates metric design for long-term retention outcomes relevant to Yelp’s local business ecosystem.
YelpExplain which classification metrics to use and how metric choice depends on the business objective and error tradeoffs.
YelpTests your hands-on experience with distributed processing frameworks.
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