Spotify Data Scientist interview questions.

Our question bank has 10000+ interview questions and growing, 163 of which are for Spotify Data Scientist interviews.

Behavioral
What are your thoughts on Spotify?
Data Scientist
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ML CaseML System DesignProduct Case
When building a demand forecasting model for a ride-sharing service, what data sources would you use and what factors would be included? How would you ensure that the model provides accurate forecasts?
Data Scientist
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Statistics
What's your understanding of the dissimilarities between the frequentist and Bayesian methods for probability? Further, what benchmarks would you use when selecting which path to take in a given situation?
Data Scientist
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Data Visualization
What are your strategies for depicting data that has multiple dimensions?
Data Scientist
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ML Knowledge
What are your thoughts on feature selection and its significance within the realm of machine learning?
Data Scientist
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Behavioral
How do you see your career evolving in the next five years? Does Spotify fit into this plan?
Data Scientist
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ML Knowledge
How would you measure the effectiveness of a clustering model if the labels are available beforehand?
Data Scientist
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Statistics
Could you describe the process for estimating the probability of ordering a ride, given a certain set of assumptions? What assumptions are necessary for this calculation? Furthermore, how would you generate a confidence interval for this probability?
Data Scientist
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Statistics
What factors do you consider when selecting the correct statistical test for a problem?
Data Scientist
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Coding
Write a function to output all prime numbers below N.
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