TC4D: Data Quality By Engineers, For Engineers

Changing an engineering culture is one of the biggest challenges for any organization. It requires challenging an existing way of working, and introducing compelling improvements that are adopted by individuals as well as the departments. Tackling tech debt instead of amassing it, using new tooling and infrastructure, or in this case, increasing test coverage. After […]


Things We Learned Creating Technology Career Steps

This is part three of a three-part series on how we created a career path framework for the individual contributors at Spotify. Part one discussed the process we used to formulate the framework. Part two contained version 1.0 of our framework. In this segment, I’ll talk about the lessons we learned rolling out the framework […]


Spotify Technology Career Steps

This is part two of a three part series on how we created a technical career path for individuals at Spotify and what we learned in the process. This post contains the actual version one of our Technical Career Steps. This is the complete document, so it is a bit long. In the next and […]


Building a technical career path at Spotify

Spotify launched a career path framework for individuals last year. Since then, I’ve spoken to leaders at several other companies about it. This seems to be a bit of a hot topic, so I’ve decided to write about our model and how we arrived at it. Hopefully, this may be useful to your company. This […]


Spotify engineering culture (part 2)

Here’s part 2 of the animated video describing our engineering culture. Check out part 1 first if you haven’t already seen it! This is a journey in progress, not a journey completed, so the video is somewhere between “How Things Are Today” and “How We Want Things To Be”. Here’s the whole drawing: (Tools used: […]


Spotify engineering culture (part 1)

Here’s part 1 of short animated video describing our engineering culture (here’s part 2). This is a journey in progress, not a journey completed, and there’s a lot of variation from squad to squad. So the stuff in the video isn’t all true for all squads all the time, but it appears to be mostly true […]