Is it weird for a girl to be a mechanic?

I'm 17. It's kind of hard for me to find a job. I found an opening at the Jiffy Lube in the paper and it says no experience required, they will train, ages 17+ for auto work among other things. I think I can do it, but I've just never seen a young female mechanic before. Is it weird for such a thing?