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
36 practiced
How would you measure the ROI of a customer expansion initiative (for example, upselling a label partner into podcast sponsorships)? Describe which inputs you'd collect, the formulae you'd use, and how you'd present sensitivity to assumptions to the customer.
HardTechnical
44 practiced
Given a weekly listening counts table per user (schema: weekly_listens(user_id, customer_id, week_start DATE, listens INT)), describe an algorithm (pseudocode ok) to identify which customers (advertisers or labels tied to customer_id) should receive proactive outreach for cross-promotions. Specify features, threshold logic, segmentation rules, and how you'd A/B test the outreach program.
HardTechnical
51 practiced
Write a Python (pandas) script or describe the steps to compute customer lifetime value (LTV) by monthly cohort using two CSV files: revenue.csv(customer_id, month, revenue) and churn.csv(customer_id, churned_month BOOLEAN). Specify assumptions, how you'd handle partial months and seasonality, and how to adjust LTV for marketing acquisition costs.
MediumTechnical
52 practiced
Draft an outline for a Quarterly Business Review (QBR) slide deck for a large record label partner. The outline should show sections, the key data visuals you would include, recommended talking points, and two joint roadmap items to propose.
EasyTechnical
49 practiced
As a Customer Success Manager at Spotify, outline a clear, repeatable approach you would take to advocate for a customer's product request inside Spotify's product and engineering organizations. Describe the stakeholders you'd engage, what data you would bring, and how you'd follow up.
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