What is a difference between the skill sets of a data analyst and the role of a data scientist?

Data analysts must have skills in machine learning and AI$.$

Data scientists must give direction and know more data tools and programming languages.

Data analysts must be scientific and have more workplace skills.

Data scientists must have skills in machine learning and AI$.$