The Data Science Manager role requires over 10 years of experience, focusing on Generative AI and NLP. Candidates should possess strong programming skills in Python and have extensive experience in Machine Learning and overseeing multiple projects. A solid mathematical background and excellent communication skills are essential for stakeholder management and problem framing.