Airbnb Fit and Data Engineering Vision Questions
Topic focusing on understanding Airbnb's cultural fit and how the company's data engineering vision shapes its product strategy, data platform, governance, and cross-functional collaboration. Discuss how a candidate's values, communication style, and approach align with Airbnb's culture while considering the data engineering direction.
MediumTechnical
42 practiced
Discuss the trade-offs between adopting a lakehouse architecture (e.g., Delta Lake, Iceberg) versus a traditional data warehouse (e.g., Redshift, BigQuery) for Airbnb's analytics needs. Address query performance for BI workloads, cost, streaming support, governance, and ease of self-service analytics.
EasyTechnical
58 practiced
Write an ANSI SQL query to compute the monthly active hosts for the past 12 months (return month as YYYY-MM and active_host_count). Tables:hosts(host_id PK, created_at TIMESTAMP)bookings(booking_id PK, host_id FK, start_date DATE, end_date DATE, status VARCHAR)Definition: a host is active in month M if they had at least one booking with status = 'completed' and start_date in month M. Order results ascending by month.
HardTechnical
50 practiced
Airbnb is considering a shift to a data mesh. As a BI lead, propose concrete changes to reporting workflows, ownership models, governance controls, and the semantic layer so domain teams can publish authoritative datasets without fragmenting company-wide metric definitions.
MediumTechnical
52 practiced
Explain data lineage and why it matters for BI at Airbnb. Give concrete examples of how you would use lineage information to debug a metric discrepancy and to onboard a new dashboard, including specific lineage queries or tooling you would expect to use.
HardTechnical
79 practiced
Propose a technical and organizational strategy to reconcile metric drift across systems (e.g., finance vs product vs marketing). Describe tools for automated reconciliation, alerting, root-cause analysis, documentation, and ownership processes that ensure timely resolution.
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