ML engineer. Also known as MLOps engineers, ML engineers aid convey the types created by data experts into manufacturing environments by using the ML pipelines managed by data engineers. They improve algorithms for efficiency; deploy and observe ML types; maintain and scale ML infrastructure; and automate the ML lifecycle by practices which include