A Machine Operator Supervisor leads a team of machine operators to ensure efficient, safe, and high-quality production. Key duties include assigning work, overseeing machine setup and operation, monitoring safety protocols, troubleshooting issues, maintaining equipment, and providing training to team members. They also analyze production data to drive continuous improvement and ensure adherence to quality and safety standards.