Prasan, I called and asked the USCIS representative to expedite my application. He asked for my reasons, which I explained - job offer, need to start asap. He put me on hold for some time, then came back and said he had put in my request for expedition and I would be contacted in 5-7 days. He did not ask for any supporting documents.