Spotify Data Scientist Interview Questions
The questions to prepare for a Spotify Data Scientist interview. Questions from real interview reports rank first. Updated daily.
Compute daily active users and a 7-day rolling average using a CTE, distinct counts, and window functions.
SpotifyRank each user's three most-played Spotify artists during the latest 30-day period.
SpotifyExplain how to design, power, analyze, and interpret an A/B test for a new recommendation algorithm.
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Investigate a sudden Facebook DAU decline by separating data issues from real product or platform-driven behavior changes.
SpotifyExplain how to choose an appropriate significance test based on metric type, study design, and the null hypothesis.
SpotifyIdentify what makes a Spotify playlist successful by connecting user needs, listening behavior, and measurable product outcomes.
SpotifyTests coding ability and algorithmic reasoning relevant to technical screens.
SpotifyTests your ability to transform nested event logs into analysis-ready tabular data with Python.
SpotifyTests recommender-system safety practices to reduce self-reinforcing bias in Spotify recommendations.
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