**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...
This easy-level SQL question appears frequently in data engineering interviews at companies like Fractal. While less common, it tests deeper understanding that distinguishes strong candidates. Mastering the underlying concepts (sql) will help you answer variations of this question confidently.
Start by clearly defining the core concept being asked about. Interviewers want to see that you understand the fundamentals before diving into implementation details. Structure your answer with a definition, then explain the practical application with a concise example.
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'). Best Practice: COALESCE for portability and chains; ISNULL when SQL Server and two args suffice. Edge Case: Type handling differs (e.g., VARCHAR vs INT).
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Analyze My Answer — FreeAccording 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.