DatabasesData/ML/AI

OLAP vs OLTP

Also written as OLAP, OLTP

Two opposite database workloads: OLTP handles many small reads and writes for a running application; OLAP scans huge amounts of data to answer analytical questions.

Think of it like

A till versus the end-of-year accounts. Both touch sales, but you'd design very different systems for each.

Junior or senior?

Knowing the distinction is a good fundamentals check.

Senior sounds like

Can explain why running analytics against the production database is a problem, and what they did about it.

Ask them

“Has anyone ever run heavy reporting against your production database? What went wrong?”