Company Guide·16 min read·

Databricks Interview Questions: SQL, Spark & More

Prepare for Databricks data engineer interviews with real questions about Delta Lake, Unity Catalog, Spark internals, and pipeline architecture.

Why Databricks Interviews Are Unique

Databricks builds the lakehouse — so they test deep Spark knowledge that other companies don't. You'll need to know: - Delta Lake internals (transaction log, time travel, Z-ordering) - Unity Catalog and data governance - Photon engine and query optimization - Structured Streaming - MLflow basics

Technical Deep Dives

Expect questions that go beyond surface-level Spark: - How does Delta Lake achieve ACID transactions? - Explain the difference between managed and external tables - How does Z-ordering improve query performance? - What is the transaction log and how does it handle concurrent writes? - Compare Delta Lake vs Apache Iceberg vs Apache Hudi

Interview Tips

- Use the free Databricks Community Edition to practice - Read the Delta Lake whitepaper - Understand the medallion architecture deeply — it's core to their philosophy - Be ready to discuss real-world data quality challenges

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