Spotify interview notes, page 1 of 2

“I jumped straight into user segmentation and kind of skipped over the 'why South Africa, why now' framing which probably would've landed better.” The rest of the author's notes on Product Manager interview at Spotify, Onsite - Product Sense / Strategy round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“I jumped straight into user segmentation and forgot to first clarify what 'connection issue' even meant.” The rest of the author's notes on Product Manager interview at Spotify, Onsite - Product Sense / Strategy round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“I went straight for engagement metrics and kind of forgot about the bigger picture for a bit.” The rest of the author's notes on Product Manager interview at Spotify, Onsite - Product Sense / Strategy round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“Started fine with the sum-of-squared-distances objective and Lloyd's steps, but fumbled a bit explaining k-means++ initialization.” The rest of the author's notes on Machine Learning Engineer interview at Spotify, Technical Phone Screen round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“I went straight to segmentation before even clarifying the metric, which I think was a mistake.” The rest of the author's notes on Product Manager interview at Spotify, Onsite - Product Sense / Strategy round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“This was one question but it kept branching.” The rest of the author's notes on Machine Learning Engineer interview at Spotify, Technical Phone Screen round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“This question ate the entire session.” The rest of the author's notes on Machine Learning Engineer interview at Spotify, Onsite - System Design / Architecture round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“I had a project ready but rambled way too much on the setup and barely got to the results.” The rest of the author's notes on Data Scientist interview at Spotify, Technical Phone Screen round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“Classic tree question.” The rest of the author's notes on Software Engineer interview at Spotify, Technical Phone Screen round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.

“I started with monthly active users and worked down to concurrent listeners, which felt right.” The rest of the author's notes on Product Manager interview at Spotify, Onsite - Product Sense / Strategy round, covers how they worked through the question, what the panel pushed back on, and what they would do differently.