Here's why:

* Common nouns refer to general, non-specific people, places, or things.

* Proper nouns are specific names of people, places, or things (e.g., Albert Einstein, NASA).

Since "scientist" refers to anyone who works in the field of science, it's a general term and therefore a common noun.