Updated October 23, 2025

ETL vs. ELT: Differences, Pros, Cons, and How to Choose

Data loading seems simple on the surface — move information from here to there. The complexity emerges when you ask: at what stage should transformation occur? Before you load? After? This sequencing question, whether to restructure and clean data pre-load…

Posted by: Brendan Peterson

Updated December 31, 2019

Our Top 5 Blog Posts of 2019

If you’ve been following the AtScale blog throughout the years, we hope that we have provided you with content that has furthered your understanding of the big data analytics landscape and who we are as a company. Of these articles,…

Posted by: Kayla Chiara
Guide: How to Choose a Semantic Layer
The Ultimate Guide to Choosing a Semantic Layer