The role of Member of Technical Staff in Machine Learning at Bjak focuses on the development of core ML components to enhance AI smart assistant capabilities. Responsibilities include building and refining ML components, implementing testing protocols, and maintaining data pipelines for both real and synthetic data. The ideal candidate should possess strong foundations in machine learning, experience in model training and deployment, and a penchant for coding.