Reviewed by Aditya Kumar · Last reviewed 2026-03-24
Cross-join (Cartesian product): Combines every row of table A with every row of table B. Result size: |A| × |B|. Syntax: SELECT * FROM a CROSS JOIN b or FROM a, b. Use cases: Generate all combinations (e.g., dates × products for a grid), expanding dimensions. Danger: Large...
This medium-level SQL question appears frequently in data engineering interviews at companies like Altimetrik. While less common, it tests deeper understanding that distinguishes strong candidates. Mastering the underlying concepts (join) will help you answer variations of this question confidently.
Break this problem into components. Identify the core trade-offs involved, then walk the interviewer through your reasoning step by step. Demonstrate awareness of edge cases and production considerations - this is what separates good answers from great ones.
Cross-join (Cartesian product): Combines every row of table A with every row of table B. Result size: |A| × |B|. Syntax: SELECT * FROM a CROSS JOIN b or FROM a, b. Use cases: Generate all combinations (e.g., dates × products for a grid), expanding dimensions. Danger: Large tables produce huge results. Example: CROSS JOIN calendar to get row per day. Best practice: Use only for small tables or with filters; explicit CROSS JOIN is clearer than omitting ON. Why it matters: Design choices compound at scale—wrong approach can cause 100× overhead. Scalability trade-offs: Profile before optimizing; validate on sample then full. Cost implications: Suboptimal choices multiply at billion-row scale.
Red Flag: Generic textbook answers. Pro-Move: 'At scale we measured X, implemented Y, achieved Z%—validated and iterated.'
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According to DataEngPrep.tech, this is one of the most frequently asked SQL interview questions, reported at 1 company. DataEngPrep.tech maintains an editor-reviewed database of 1,863 data engineering interview questions across 7 categories.