I think the phrase you want is "out of my league". It means someone is more attractive, wealthy, or powerful than you and you are not worthy of dating them. Saying someone is "above your status" doesn't sound very natural.

Apart from "out of your league", which uses a sporting analogy, the phrase you probably meant is "above my station". I agree that "above my status" sounds unnatural and clunky.