ML engineer. Also known as MLOps engineers, ML engineers support bring the versions designed by data scientists into generation environments by using the ML pipelines maintained by data engineers. They optimize algorithms for efficiency; deploy and observe ML versions; retain and scale ML infrastructure; and automate the ML lifecycle by tactics for