Is the word staff a abstract noun?

No, the noun 'staff member' is a singular, common, compound, concrete noun; a Word for a person.

A collective noun is a Word used to group people or things taken together as one whole in a descriptive way, for example:

• a staff of employees (staff is the collective noun)
• a group of members (group is the collective noun)