Spotify

“I use Spotify every day so I figured this would be easy.” The rest of the author's notes on Software Engineer 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 top-down through the funnel stages which felt right but I think I rushed past acquisition metrics too fast and spent too long on activation.” The rest of the author's notes on Software Engineer 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 question is enormous and I think I underestimated how much they wanted me to connect each piece to the actual business.” 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 went with a top-down approach: global internet users, smartphone penetration, music streaming adoption, Spotify market share, then tried to figure out what fraction of users would be listening at a random point in the day.” 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.

“The window function part wasn't the hard bit.” 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 thing sprawls in every direction and I did not pace myself well.” 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.

“Threw me a bit because I expected something Spotify-adjacent.” 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.

“My first instinct was to jump straight to 'good thing, ship it' which is obviously wrong.” 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 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.

“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.