The role of Working Student in Machine Learning at Pacemaker focuses on assisting in the development of AI systems that aid sustainability managers in making informed decisions. Key responsibilities include developing Python code for data pipelines, working with SQL for data analysis, and supporting data modeling and automation of accounting methods. Candidates should be pursuing a degree in a related field, have knowledge of Python and machine learning, and possess strong SQL skills.