The Machine Learning Engineer role at Workday, Inc. focuses on designing and developing the core Agent Platform that supports AI agent operations. Key responsibilities include building scalable platform capabilities, developing infrastructure for agent orchestration, and improving performance metrics. Candidates should possess a Bachelor's degree, have over 5 years of experience in machine learning, and be proficient in Python and Kubernetes.