The Senior Lead Machine Learning Engineer will design, develop, and implement machine learning applications as part of an Agile team. Responsibilities include building ML models, optimizing systems, collaborating with data science teams, and ensuring high performance and reliability of models. Continuous learning and application of best practices in ML engineering are emphasized.