The SCRUM Master is responsible for guiding development teams in implementing agile practices, facilitating agile processes, removing impediments, and fostering a culture of continuous improvement. They collaborate with product owners, manage stakeholder expectations, and track key performance metrics to ensure project goals are met efficiently.