The Clean Team Lead at Walmart is responsible for ensuring the cleanliness and safety of the store environment, which includes overseeing janitorial associates and maintaining high standards of cleanliness from the parking lot to the restrooms and receiving areas. This role is crucial for creating a positive first and last impression for customers visiting the store.