ML engineer. Also called MLOps engineers, ML engineers support provide the types developed by data researchers into creation environments by using the ML pipelines taken care of by data engineers. They improve algorithms for general performance; deploy and keep track of ML models; sustain and scale ML infrastructure; and automate the ML lifecycle a