TL;DR Getting a response from GenAI is quick and straightforward. But what about the...
Published by Molly Zhu (Senior Engineering Manager), Xin Xu (Senior ML Engineer), and Kathy Gao (Senior Data Scientist)
With the fields of machine learning (ML) and generative AI [...]
Published by Dana Puleo (Annotation Platform Ops Manager), Meghana Seetharam (Staff Engineer), and Katarzyna Drzyzga (Staff Engineer)
Spotify runs paid marketing campaigns across the globe on various digital ad platforms. Being efficient with our marketing budget is critical for maximizing the return on ad spend.
Published by Bryan Maloney (Senior Engineering Manager), Christopher Tang, (Senior ML Engineer), Deepak Bhat (Senior Data Engineer), and Ryan Kim (Senior Product Manager)
For the past decade, Spotify has used approximate nearest-neighbor search [...]
Published by Peter Sobot, Staff ML Engineer
What is “Exclude from your taste profile”? Are you a [...]
Published by Mark Koh, Senior ML Engineer
Messaging at Spotify At Spotify, we use messaging to communicate [...]
Published by Euan Dowers, Senior ML Engineer
TL;DR Since 2017, Spotify has been working to create a [...]
Published by Christopher Barthle, Engineering Manager
Integrating the Podz ML pipeline into Spotify As of March [...]
Published by Diego Casabuena (ML Engineer, Spotify), Edgar Tanaka (ML Engineer, Spotify), Winstead Zhu (ML Engineer, Spotify), Reza Rokni (PM, Google Dataflow ML), and Danny McCormick (Senior Software Engineer, Google)
As the field of machine learning (ML) continues to evolve [...]
Published by Divita Vohra, Sr. Product Manager, Keshi Dai, Sr. ML Engineer, David Xia, Sr. ML Engineer, & Praveen Ravichandran, Staff Research Scientist
TL;DR Understanding algorithmic impact is critical to building a platform [...]
Published by Henriette Cramer (Head of Algorithmic Impact, Director of Trust & Safety Research) and Amar Ashar (Senior Researcher, Lead Algorithmic Impact & Equity)
Introducing Basic Pitch, Spotify’s free open source tool for converting [...]
Published by Rachel Bittner, Sr. Research Scientist
Beyond term-based Search Until recently, Search at Spotify relied mostly [...]
Published by Alexandre Tamborrino, Machine Learning Engineer
TL;DR For years, Spotify’s official engineering blog has been giving [...]
Published by Dave Zolotusky, Principal Engineer
Introduction Building platforms is a hard business. Building platforms for [...]
Published by Maisha Lopa, Sr. Product Manager (ML Platform)
Machine learning is what drives personalization on Spotify. We may [...]
Published by Spotify Engineering
In Part I of this two-part series, we talked about [...]
Published by Annie Edmundson, Engineer
At Spotify, our goal is to connect listeners with creators, [...]
Published by Annie Edmundson, Engineer
We’ve just open sourced Pedalboard, Spotify’s framework for adding effects [...]
Published by Peter Sobot, Staff Machine Learning Engineer - Spotify Audio Intelligence Lab
5:00 am My days begin with an early morning wake-up [...]
Published by Spotify Engineering
TL;DR We just open sourced Klio — our framework for [...]
Published by David Riordan and Lynn Root
Podcasts are exploding in popularity. Since 2015, we’ve added hundreds of thousands of shows, and users are listening more and more [...]
Published by Spotify Engineering
The launch of Shortcuts, which now appears at the top of [...]
Published by Spotify Engineering
Tony joined Spotify New York last summer as VP of Engineering and Head of Machine Learning. Here, he talks us through his busy working days and explains why he’s glad to be part of the band [...]
Published by Spotify Engineering
This article is based on the keynote given by Tony [...]
Published by Spotify Engineering
