You haven't said what state you work in. If you live in New Jersey but work in a different state, you will also have to file a nonresident tax return for the state that you work in.
Again, if you work in a state that you don't live in, you are a nonresident of the state that you work in, regardless of whether you are a resident alien or nonresident alien for federal tax purposes.
