# Machine Learning

> Model building, MLOps and deployment — from first regression to production pipelines that survive real traffic.

- [MLOps Engineer Career Guide: The Plumbing Job Behind Every Live Model](https://www.1stepgrow.com/articles/mlops-engineer-career-guide/) — An MLOps engineer career rewards a rare mix of infrastructure skill and model literacy. See the daily work, skills ranked, 2025 pay data and the way in.