This seems very tied to the specific phrase "working in academia" which you appear to have introduced. Would you argue that grad students aren't academics?
Of course not - being an academic means working in academia. In the English-speaking world at least, in other parts it may mean other things (eg people who have an academic degree, regardless of what they do now).