ML engineer. Generally known as MLOps engineers, ML engineers assistance provide the designs formulated by data experts into output environments by using the ML pipelines taken care of by data engineers. They optimize algorithms for general performance; deploy and watch ML products; sustain and scale ML infrastructure; and automate the ML lifecycle