1. Working with Agentic AI: Machine Learning Engineer How human skills and agentic skills can be dynamically integrated and coordinated across machine learning engineering responsibilities 1.1. Machine Learning Engineer as an Occupation A machine learning engineer is a professional who designs, develops, evaluates, deploys, maintains, and improves machine learning systems that use data and computational models to produce predictions, classifications, recommendations, generated outputs, or other results. The occupation connects machine learning methods with software engineering, data systems, computing infrastructure, and production environments. ...