Example: employees (id, name, dept, salary). **ROW_NUMBER**: SELECT *, ROW_NUMBER() OVER (PARTITION BY dept ORDER BY salary DESC) rn FROM employees. **RANK**: Same but RANK()—ties get same rank, gap after. **DENSE_RANK**: Same rank, no gap. Output: dept, name, salary, rn, rank, dense_rank. **Why PARTITION BY**: Defines groups; ORDER BY defines order within group. Use ROW_NUMBER for unique ordering; RANK for Olympics-style; DENSE_RANK for top-N without gaps....
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 Wolters Kluwer. 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.