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Blog Podcasts Open Source About Jobs Engineering Read about the magic behind the music & more. Welcome to our official technology blog. April 30, 2024 Supercharged Developer Portals Today, we announced Spotify’s latest products and services for companies adopting Backstage, the open source framework for building IDPs. Backstage Developer Tools Platform Filter by: All categories All categories Backstage Data Data Science Design Developer Tools Infrastructure Machine Learning Mobile Open Source People Platform Product Security Web April 30, 2024 Supercharged Developer Portals Today, we announced Spotify’s latest products and services for companies adopting Backstage, the ... Backstage Developer Tools Platform April 2, 2024 Data Platform Explained As engineers working at Spotify, we frequently find ourselves explaining our robust data platform... Data Data Science Infrastructure Platform March 5, 2024 Risk-Aware Product Decisions in A/B Tests with Multiple Metrics TL;DR We summarize the findings in our recent paper, Schultzberg, Ankargren, and Frånberg (2024),... Data Data Science Platform February 7, 2024 Applying the Facade Pattern on Spotify for Artists At Spotify, we’re dedicated to delivering a unified experience to our customers — which can somet... Design Developer Tools Web January 24, 2024 Exploring the Animation Landscape of 2023 Wrapped Each year, we aim to elevate the Spotify Wrapped experience for our users, crafting captivating d... Design Developer Tools January 4, 2024 Q&A with the Maintainers of the Spotify FOSS Fund TL;DR Let’s cap the year by putting a spotlight on some of the valuable work people outside of Sp... Open Source People December 5, 2023 Recursive Embedding and Clustering TL;DR Large sets of diverse data present several challenges for clustering, but through a novel a... Data Data Science November 14, 2023 The What, Why, and How of Mastering App Size Our daily tasks as engineers often involve implementing new functionalities. Existing users get t... Developer Tools Mobile Platform Product November 8, 2023 Spotify Wins CNCF Top End User Award for the Second Time! This week at KubeCon + CloudNativeCon in Chicago, the Cloud Native Computing Foundation announced... Backstage Open Source Platform November 7, 2023 How We Automated Content Marketing to Acquire Users at Scale Spotify runs paid marketing campaigns across the globe on various digital ad platforms like Faceb... Developer Tools Machine Learning Platform October 25, 2023 Introducing Voyager: Spotify’s New Nearest-Neighbor Search Library For the past decade, Spotify has used approximate nearest-neighbor search technology to power our... Data Data Science Machine Learning Open Source October 23, 2023 Announcing the Recipients of the 2023 Spotify FOSS Fund TL;DR It’s back! Last year, we created the Spotify FOSS Fund to help support the free and open so... Open Source People October 20, 2023 Exclude from Your Taste Profile What is Exclude from your taste profile”? Are you a parent forced to put the Bluey theme song... Data Science Machine Learning Product October 17, 2023 Switching Build Systems, Seamlessly At Spotify, we have experimented with the Bazel build system since 2017. Over the years, the proj... Developer Tools Infrastructure Open Source People October 5, 2023 Managing Software at Scale: Kelsey Hightower Talks with Niklas Gustavsson about Fleet How does Spotify manage a sprawling tech ecosystem made up of 500+ squads managing over 10,000 so... People Platform September 28, 2023 How to Accurately Test Significance with Difference in Difference Models When we want to determine the causal effect of a product or business change at Spotify, A/B testi... Data Data Science August 24, 2023 Encouragement Designs and Instrumental Variables for A/B Testing At Spotify, we run a lot of A/B tests. Most of these tests follow a standard design, where we ass... Data Data Science August 16, 2023 Experimentation at Spotify: Three Lessons for Maximizing Impact in Innovation As companies mature, it’s easy to believe that the core experience and most user needs have been ... Data Data Science August 3, 2023 Coming Soon: Confidence — An Experimentation Platform from Spotify TL;DR: Spotify is releasing a new commercial product for software development teams: a version of... Data Data Science Platform July 25, 2023 Bringing Sequential Testing to Experiments with Longitudinal Data (Part 2): Sequential Testing In Part 1 of this series, we introduced the within-unit peeking problem that we call the peeking... Data Data Science Platform July 18, 2023 Bringing Sequential Testing to Experiments with Longitudinal Data (Part 1): The Peeking Problem 2.0 Spotify’s approach to challenges in sequential testing with longitudinal data At Spotify... Data Data Science Platform June 28, 2023 Experimenting with Machine Learning to Target In-App Messaging Messaging at Spotify At Spotify, we use messaging to communicate with our listeners all over t... Data Data Science Developer Tools Machine Learning Platform Product June 22, 2023 Analyzing Volatile Memory on a Google Kubernetes Engine Node TL:DR At Spotify, we run containerized workloads in production across our entire organization in ... Developer Tools Infrastructure Platform June 15, 2023 Experimenting at Scale, the Spotify Home Way In the fast-paced world of streaming, personalization plays a vital role in enhancing user experi... 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