Spotify

ML Stack Active Users 320 Million Tracks 60 million Podcasts 1.9 million Playlists 3 Billion Available in 92 markets

ML Platfroms 2020 Stats Models Trained 30 thousand Prediction Requests 300 Thousands/Second Teams on Ml Platform 50 ML Productiviy +700 Percent

2017 : Launched a Platform Team

How Spotify Uses ML

• personalize app experience
• improve recommendations
• improve onboarding
• improve quality of messaging
• improve ability to succeed in new markets

jukebox

References: How Spotify Does ML At Scale (opens new window) TWIMLCon 2020