Capgemini Interview Question

Can you explain the difference between dense rank and rank in SQL? How do you handle challenges when working with very large datasets?

Interview Answer

Anonymous

Aug 26, 2025

I explained that RANK() leaves gaps when there are ties, while DENSE_RANK() assigns consecutive ranks without gaps. I also gave an example using a sales dataset for clarity. I explained that I focus on optimizing queries, using partitioning, indexing, and window functions in SQL, and leverage distributed frameworks like Spark or Databricks for scalability. I also highlighted the importance of monitoring performance and breaking down workloads efficiently.