## Metadata - Author: [[seattledataguy|Seattledataguy]] - Full Title:: What Is Query Driven Data Modeling Getting Unstuck in Your Data Career Operational Data Stores vs Data Lakehouses and All the Other Data Management Methods MongoDB Is Great for Analytics; Until It's Not Building a Million Dollar Data Analytics Service - Category:: #🗞️Articles - Document Tags:: [[Data modeling|Data Modeling]], - URL:: https://seattledataguy.substack.com/p/what-is-query-driven-data-modeling - Finished date:: [[2023-08-05]] ## Highlights > we are likely just building tables to support a single request. Or, once again, as Joe called it, *Query-Driven-Modeling.* ([View Highlight](https://read.readwise.io/read/01h70h1s8vdy1z4ywwesf1wff3)) > When companies have larger data teams and clear initiatives per department regarding how they want to use data, using a JIT approach combined with a more traditional core data model makes sense. ([View Highlight](https://read.readwise.io/read/01h70h51vxe68wq0maatg1vzvv)) > generally speaking, you’ll eventually need to pay for the tech debt, whether that's with a code re-write or continuing down the path and finding you reach a point where this [meme is reality](https://www.linkedin.com/posts/chad-sanderson_dataengineering-activity-7085658620952002561-v7KZ?utm_source=share&utm_medium=member_desktop). ([View Highlight](https://read.readwise.io/read/01h70h6bpnkz3h14n4qhhnc1kr))