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.
MediumTechnical
0 practiced
You discover Looker dashboards report 7% higher streaming minutes in aggregate than the raw event table aggregated by day. Provide a step-by-step troubleshooting and remediation plan a BI Analyst at Spotify should follow, including SQL checks, model/version comparisons, caching considerations, and how to communicate both interim and final results to stakeholders.
HardTechnical
0 practiced
A new recommendation algorithm rolled out to 20% of traffic shows increased overall streams but a decrease in premium conversions. As a BI Analyst, design a rigorous analysis to determine whether the algorithm caused reduced conversions and recommend actions. Include experiment checks, subgroup analyses, causal threats, and cohort follow-up plans.
EasyTechnical
0 practiced
Compare Looker, Tableau, and Power BI for different BI tasks at Spotify. For three use cases (a live KPI wall, self-service exploration for data scientists, and an executive PDF report) recommend which tool you would use for each and explain your reasoning focused on data latency, governance, and modeling layer.
HardTechnical
0 practiced
Case study: Spotify plans to launch a localized 'Discovery Weekly' variant targeting smaller markets. As BI lead, propose an end-to-end measurement plan: key KPIs, instrumentation, required sample size/power calculations, ramp plan, guardrail metrics, dashboarding, and a revenue impact model. State realistic assumptions and fail criteria.
MediumTechnical
0 practiced
Describe how you would instrument events to support accurate cross-platform user deduplication (web, mobile, TV) to compute unified MAU and total listening minutes for Spotify. Specify event fields, identity resolution signals, ingestion considerations, and edge cases such as shared accounts and family plans.
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