Day 1
Oct 12, 2021
8:45 am

Jukebox : Spotify's Feature Infrastructure

The team at Spotify talk about the challenges by when building a central feature infrastructure at a highly autonomous organization.

About this session

Over 360 million Spotify users rely on Spotify’s great recommendations and personalized features in 170 different markets around the globe. With the massive inflows of data and complexity of production use cases, defining a unified approach to features is a difficult technical and product challenge. 

In this talk, Aman and Daniel will give an overview of the challenges we face with building a central feature infrastructure at a highly autonomous organization, and our approach of adoption by incentive. We will dive deeper into the foundation we are building now, where we are headed with scaling a Feature Marketplace strategy at Spotify, and some of the real life ML use cases we encounter when dealing with features.

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