Is deer a masculine or feminine word?

In English there are no masculine or feminine forms. English uses gender specific nouns for male or female.

The noun 'deer' is a common gender noun, a word for a male or a female.

The gender specific nouns for a male deer are buck or stag.

The gender specific nouns for a female deer are doe or hind.