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.
EasyTechnical
0 practiced
You are evaluating a feature that shortens verification time for new listings. Define a primary success metric for the feature, propose two guardrail metrics to detect negative side-effects, and explain potential trade-offs and segmentation you would monitor.
MediumTechnical
0 practiced
Design an experiment and analysis plan to ensure Airbnb's search ranking does not systematically disadvantage listings from underrepresented neighborhoods. Include sampling strategy, fairness metrics to compute, statistical power considerations, and remediation steps if a bias is detected.
HardTechnical
0 practiced
As a senior Data Scientist leading a cross-functional initiative to improve Trust & Safety, outline priorities, team composition (data scientists, product/ops, engineering, policy), measurement strategy (leading and lagging indicators), tactical experiments, stakeholder alignment, and a 12-month roadmap including resource trade-offs.
MediumTechnical
0 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.
EasyBehavioral
0 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.
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