**Architectural Logic**: COALESCE is standard; ISNULL is SQL Server-specific—portability and flexibility differ. **COALESCE**: Standard SQL; returns first non-NULL from list; `COALESCE(a, b, c)`. **ISNULL**: SQL Server; two args only; `ISNULL(a, b)`. **Equivalence**: For two args, same result. **Differences**: COALESCE portable; handles multiple fallbacks. ISNULL: type of first arg; COALESCE can change type. **Example**: `COALESCE(phone, email, 'N/A')` vs `ISNULL(phone, 'N/A')`....
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 Fractal. 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.