Left Anti Join returns rows from the left table that have NO match in the right table. Implementation: SELECT a.* FROM table_a a LEFT JOIN table_b b ON a.id = b.id WHERE b.id IS NULL. Or NOT EXISTS: SELECT * FROM a WHERE NOT EXISTS (SELECT 1 FROM b WHERE b.id = a.id). Use cases: Find customers who never ordered; records in source but not target (data reconciliation); exclusion logic. Best practice: NOT EXISTS often optimizes better than LEFT JOIN + NULL....
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 Altimetrik. 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.