**Refactor steps**: (1) Extract nested SELECTs to CTEs (WITH)—named, reusable. (2) Replace correlated subqueries with JOINs—planner optimizes better. (3) Window functions instead of self-joins for row comparisons. (4) Materialize hot paths—temp table if CTE scanned multiple times. (5) Push predicates into CTEs. **Why**: Readability = maintainability; optimizer may flatten CTEs or may not—benchmark....
The complete answer continues with detailed implementation patterns, architectural trade-offs, and production-grade considerations. It covers performance optimization strategies, common pitfalls to avoid, and real-world examples from companies like Goldman Sachs. The answer also includes follow-up discussion points that interviewers commonly explore.
Continue Reading the Full Answer
Unlock the complete expert answer with code examples, trade-offs, and pro tips - plus 1,863+ more.
Or upgrade to Platform Pro - $39
Engineers who used these answers got offers at
AmazonDatabricksSnowflakeGoogleMeta
According to DataEngPrep.tech, this is one of the most frequently asked SQL interview questions, reported at 1 company. DataEngPrep.tech maintains a curated database of 1,863+ real data engineering interview questions across 7 categories, verified by industry professionals.