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.
MediumTechnical
0 practiced
How would you combine qualitative user research (interviews, session replay) with quantitative A/B test results to interpret why a search ranking change impacted conversion differently across user segments? Describe your process and the kinds of insights you would look for.
MediumTechnical
0 practiced
Case study: Airbnb wants to increase repeat guest retention by 5% over 12 months. Provide an end-to-end analytical plan: exploratory analyses, hypotheses to test, feature and model ideas for personalization or re-engagement, experiment designs, success metrics, and rollout considerations with possible risks.
MediumTechnical
0 practiced
You are evaluating a change to Airbnb's search ranking to increase bookings. Define an A/B test plan: unit of randomization, primary metric and guardrails, sample size considerations, minimum detectable effect, test duration, and how to detect heterogeneous treatment effects across markets and device types.
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
You discover a model that increases immediate conversion but decreases repeat booking rates for certain cohorts. Draft a one-page recommendation for leadership that explains the discovered trade-off, quantifies short-term vs long-term impact, and proposes experiments or mitigations to optimize for long-term LTV.
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