30 Production SQL Patterns Data Engineer Interviews Test

Data engineering SQL interviews test production-grade problem patterns—sessionization, cohort analysis, data quality detection—that differ fundamentally from algorithmic LeetCode puzzles. These 30 patterns, distilled from real pipeline projects, represent the exact knowledge data engineering teams expect from candidates. Understanding these patterns directly transforms interview performance and operational effectiveness in data engineering roles.