The role of the Working Student in Machine Learning at Pacemaker focuses on supporting the development of AI systems aimed at sustainability management. Key responsibilities include developing Python code for data pipelines, utilizing SQL for data analysis, and assisting in data modeling. Candidates should be currently enrolled in relevant degree programs and possess skills in Python, SQL, and an understanding of machine learning principles.