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Statistics
2 years ago
Can you demystify Markov Chains for a general audience?
Data Scientist

Spotify

Yelp

Skyscanner

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2 years ago
ML KnowledgeML Case
2 years ago
Could you walk me through the process of training a machine learning model and then deploying it?
Data Scientist

Spotify

Zendesk Logo

Zendesk

Walmart Logo

Walmart

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2 years ago
Behavioral
2 years ago
Describe a time when your performance exceeded expectations
Data ScientistProgram ManagerFrontend EngineerFull Stack Software Engineer

Spotify

Figma Logo

Figma

Duolingo Logo

Duolingo

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2 years ago
ML KnowledgeML Case
2 years ago
Can you detail your experience in the field of NLP and the creation of recommender systems?
Data Scientist

Spotify

Rakuten Logo

Rakuten

Cisco Logo

Cisco

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2 years ago
ML System DesignML CaseProduct Case
2 years ago
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

Etsy Logo

Etsy

Twitch Logo

Twitch

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2 years ago
Statistics
2 years ago
Generate a fair coin from a biased one.
Data Scientist

Spotify

ServiceNow Logo

ServiceNow

Oracle Logo

Oracle

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2 years ago
ML Knowledge
3 years ago
What distinguishes the convergence of stochastic gradient descent from that of gradient descent?
Data Scientist

Spotify

Zillow Logo

Zillow

ByteDance Logo

ByteDance

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3 years ago
SQL
3 years ago
Write a SQL query to group and aggregate user listening data.
Data Scientist

Spotify

Twitch Logo

Twitch

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3 years ago
Statistics
3 years ago
In a four-story building, suppose four people enter the elevator; what is the probability that they all exit on different floors?
Data Scientist

Spotify

Snap Logo

Snap

Rivian Logo

Rivian

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3 years ago
Behavioral
3 years ago
What motivated you to change jobs? Why do you believe Spotify is the perfect place for you to advance your career?
Data Scientist

Spotify

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3 years ago

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*All interview questions are submitted by recent Spotify Data Scientist candidates, labelled and categorized by Prepfully, and then published after being verified by Data Scientists at Spotify.

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