Can a data scientist work as a machine learning engineer?

A data scientist can transition to a machine learning engineer role since both involve working with data, algorithms, and statistical models. However, machine learning engineers typically require stronger software engineering skills, experience with deployment, and knowledge of tools like cloud platforms and version control. Gaining expertise in programming, system design, and production environments is often necessary for this transition.