Yes, unless they are physically OR mentally disabled. I wanted to enlist in the Air Force during Vietnam. Of course I would have been turned down. I was a type 1 diabetic.
Most people of any gender are not interested in serving in the military.
It's of little importance these days as there is not draft and no real likelihood of a draft in the foreseeable future.