People conflate data scientists, data engineers, and software engineers. Although there is strong overlap between all 3 disciplines, and it benefits to know all 3 disciplines, the day to day responsibilities of all 3 are very different.

Startups try to hire people with double/triple disciplines to reduce costs though.