Behavioral

What are your thoughts on Spotify?

Data Scientist

Spotify

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

Spotify

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

Spotify

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

Spotify

Data Visualization

What are your strategies for depicting data that has multiple dimensions?

Data Scientist

Spotify

ML Knowledge

What are your thoughts on feature selection and its significance within the realm of machine learning?

Data Scientist

Spotify

Behavioral

How do you see your career evolving in the next five years? Does Spotify fit into this plan?

Data Scientist

Spotify

ML Knowledge

How would you measure the effectiveness of a clustering model if the labels are available beforehand?

Data Scientist

Spotify

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

Spotify

Statistics

What factors do you consider when selecting the correct statistical test for a problem?

Data Scientist

Spotify

Coding

Write a function to output all prime numbers below N.

Data Scientist

Spotify

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