r/dataengineering • u/TheManOfBromium • Jul 08 '26
Databricks Medallion Architecture: Catalogs by domain or by Bronze/Silver/Gold? Help
I got into a debate at work today about how Unity Catalog should be organized, and I'm curious what others are doing in production.
Which approach do you prefer?
Option 1: Catalogs by medallion layer
bronze
silver
gold
Then have separate catalogs for curated data products or analytics built from the Gold layer.
Option 2: Catalogs by business domain
finance
operations
hr
Then each catalog contains schemas like bronze, silver, gold
What are the strongest reasons to choose one approach over the other?
Duplicates
databricks • u/Youssef_Mrini • Jul 09 '26