Spotify Data Scientist (Senior Level) Interview Preparation Guide

Spotify's Data Scientist interview process is a rigorous, multi-stage evaluation designed to assess technical proficiency, machine learning expertise, problem-solving abilities, and cultural fit. For Senior Level candidates (5-12 years experience), the process emphasizes domain mastery, strategic thinking, leadership potential, project ownership, and the ability to drive measurable business impact through data-driven insights. The entire evaluation spans 4-6 weeks and includes a recruiter screen, technical phone screening, and four distinct onsite rounds covering coding, system design, data science fundamentals, and behavioral assessment.