Data
Spotify
Thu Sep 05 2024
Are You a Dalia? How We Created Data Science Personas for Spotify’s Analytics Platform
On Spotify’s Analytics Platform, we’re dedicated to building products that empower data practitioners to discover, analyze, and share insigh...
Wed Aug 28 2024
Unlocking Insights with High-Quality Dashboards at Scale
We have a lot of dashboards at Spotify.
mlops
Expedia
Tue Aug 27 2024
Enabling Core Machine Learning Platform Capabilities
kubernetes
Fri Jun 07 2024
Downtime-Free Shift: Transitioning from Instance to IP-Based NLB amid live traffic
Tue May 28 2024
Data Platform Explained Part II
Check out Data Platform Explained Part I, where we started sharing the journey of building a data platform, its building [.
Backstage
Tue Apr 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.
Tue Apr 02 2024
Data Platform Explained
As engineers working at Spotify, we frequently find ourselves explaining our robust data platform to fellow professionals who are contemplat...
aws
Tue Mar 12 2024
Head in the Clouds
Tue Mar 05 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), where we explain how Spotify’s decision-ma...
platform
Tue Feb 13 2024
Powering ML Platform Orchestration and Experimentation
data-lake
Tue Nov 28 2023
Powering People’s Data with an Enterprise Platform
Developer-Tools
Tue Nov 14 2023
The What, Why, and How of Mastering App Size
Sometimes a shiny new feature brings more harm than good.
Wed Nov 08 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 that Spotify won their Top End User Award....
Tue Nov 07 2023
How We Automated Content Marketing to Acquire Users at Scale
Spotify runs paid marketing campaigns across the globe on various digital ad platforms.
People
Thu Oct 05 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 software components in production? Last Novem...
Thu Aug 03 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 our homegrown experimentation platform tha...
Tue Jul 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 problem 2.
Tue Jul 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, we’re constantly improving our data infrastructur...
Wed Jun 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 the world.
Thu Jun 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 five regions where our main production work...
Mon May 15 2023
Fleet Management at Spotify (Part 3): Fleet-wide Refactoring
This is part 3 in our series on Fleet Management at Spotify and how we manage our software at scale.
Platform
Wed May 10 2023
TV Spatial Navigation
Very often, when developing user interfaces, a lot of focus is given to the visuals, as that’s what primarily gets a user’s attention.
Wed May 03 2023
Fleet Management at Spotify (Part 2): The Path to Declarative Infrastructure
This is part 2 in our series on Fleet Management at Spotify and how we manage our software at scale.
Infrastructure
Wed Feb 01 2023
Unleashing ML Innovation at Spotify with Ray
Introduction As the field of machine learning (ML) continues to evolve and its impact on society and various aspects of our lives grows, it ...
Wed Jan 18 2023
Agile Coaching (AC) at Spotify: Shining a Light on the AC Career Framework
At Spotify, change is a constant, and our agile coaches are here to help teams and leaders thrive as we evolve.