Spotify Interview Questions

Spotify Interview Questions

Practice 6 real interview questions from Spotify. Covers Machine Learning, ML System Design, Coding & Algorithms, Data Manipulation (SQL/Python). For roles including Machine Learning Engineer.

6 Questions 1 Company07.31.2026
Showing 6 results
Role
Spotify logo
Spotify
Hard
Machine Learning Engineer

Predict Next-Week Streaming Engagement at Event Scale

Predict Next-Week Streaming Engagement at Event Scale Design an ML system that predicts whether a streaming user will be active next week. Discuss lab...

ML System Design
1
0
10 people solved
Jul 31, 2026
Spotify logo
Spotify
Easy
Machine Learning Engineer

Query Top Played Tracks Globally And By Country

Given a play_events table with columns user_id, track_id, timestamp, and country, write SQL to return the top N most played tracks globally and the to...

Data Manipulation (SQL/Python)
8
4
143 people solved
Jul 2, 2026
Spotify logo
Spotify
Medium
Machine Learning Engineer

Join Tables and Rank Users

You are given two analytics tables: - users(user_id, country, signup_date) - listening_events(event_id, user_id, played_at, minutes_played) Because th...

Coding & Algorithms
11
0
104 people solved
Mar 4, 2026
Spotify logo
Spotify
Medium
Machine Learning Engineer

Build Premium User Propensity Model

Design an end-to-end modeling approach to identify free-tier users who are likely to convert to a premium subscription. Discuss: - the business object...

Machine Learning
7
0
93 people solved
Mar 4, 2026
Spotify logo
Spotify
Medium
Machine Learning Engineer

Design Podcast Recap Generation

Design a production system that generates short podcast recaps for newly published episodes. Assume the system should ingest episode audio and metadat...

ML System Design
17
0
116 people solved
Mar 4, 2026
Spotify logo
Spotify
Medium
Machine Learning Engineer

Compare Unsupervised Clustering Methods

Explain several unsupervised clustering approaches and when you would use each one. At a minimum, compare centroid-based clustering, hierarchical clus...

Machine Learning
7
0
97 people solved
Mar 4, 2026
Spotify Interview Questions (Updated 2026) | PracHub