Machine Learning Engineers build, optimize, and deploy models that perform tasks such as forecasting, classification, recommendation, and anomaly detection. They work with large datasets, feature engineering, model evaluation, and inference optimization. Compared to Al Engineers, they spend more time designing and improving models themselves.