Motivation for Airbnb and Role Understanding Questions
Candidate's motivation for joining Airbnb and their understanding of the role, including alignment with Airbnb's culture, values, and product domain, to assess fit during the interview process.
EasyBehavioral
44 practiced
Tell me about a time where your analysis changed a product decision. Walk through the situation, your approach (data, models, tests), the result in metrics, and what you learned. Be concrete about trade-offs and how you convinced stakeholders.
MediumTechnical
43 practiced
How would you evaluate whether expanding 'Instant Book' to a new country improves booking velocity without harming host satisfaction? Describe metrics, experimentation (phased rollout vs parallel markets), segmentation, instrumentations needed, and country-specific considerations (local regulations, host behavior).
EasyBehavioral
60 practiced
Why is this Data Scientist role the right next step for you? Describe the technical and non-technical skills you want to develop at Airbnb over the next 1–2 years and give examples of how this role will help you grow toward those goals.
MediumTechnical
47 practiced
Given the following table schemas:hosts(host_id PK, signup_date DATE, last_active DATE)bookings(booking_id PK, host_id, start_date DATE, revenue DECIMAL)Outline SQL queries and analysis steps to identify host churn: define churn, compute monthly churn rates, identify leading indicators, and recommend modeling approaches (for example survival analysis) to predict churn risk.
EasyTechnical
45 practiced
Airbnb serves a diverse global user base. How would you ensure your analyses and machine learning models do not unintentionally harm underrepresented or vulnerable groups (for example, hosts in economically disadvantaged neighborhoods)? Provide concrete steps during problem framing, modeling, evaluation, and deployment.
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