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Spotify Mission & Data Passion Questions

Interest in Spotify's mission, product strategy, and data culture; demonstrates understanding of Spotify's business model and data-driven decision-making, and articulates how the candidate's motivations align with Spotify's values and data governance practices.

EasyTechnical
0 practiced
Describe Spotify's freemium business model and its primary revenue streams (premium subscriptions, ad-supported listening, partnerships). As a BI Analyst, list the key metrics you'd track to evaluate monetization health across free and paid tiers and explain how those metrics would inform product prioritization.
EasyBehavioral
0 practiced
Explain Spotify's mission and core values, and describe 2-3 concrete ways a Business Intelligence Analyst should align their daily work (dashboards, metrics, experiments, data governance) with that mission. For each way, give an example metric or dashboard feature you would prioritize and why.
MediumTechnical
0 practiced
Given an events table named events(user_id STRING, event_name STRING, occurred_at TIMESTAMP, platform STRING, country STRING, is_premium BOOLEAN), write a standard SQL query to compute 7-day retention by weekly signup cohort. Signup is first event_name = 'signup'. Output cohort_week_start, day_0_users, day_1_retention_pct, ..., day_7_retention_pct. Explain any assumptions.
HardTechnical
0 practiced
Spotify operates globally with varying privacy regulations. As a BI lead, design a policy and technical controls to enable analytics while complying with GDPR/CCPA. Cover data minimization, pseudonymization, retention schedules, access controls, auditing, and how to support lawful research and monetization use cases without exposing PII.
EasyTechnical
0 practiced
Explain how A/B testing is typically used at product companies like Spotify to drive feature decisions. As a BI Analyst, what responsibilities do you have across experiment design, metric definition, instrumentation validation, and post-experiment analysis for a test that changes the home-screen recommendation algorithm?

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