At my company we have normalized data warehouses, and data scientists query them to make big, static, denormalized tables to run through their analyses and mode

At my company we have normalized data warehouses, and data scientists query them to make big, static, denormalized tables to run through their analyses and models. I thought this was a pretty standard, table stakes move in the analytics world.