Could you elaborate on why you suggest an MS Word document? Every suggestion I've seen from recruiters and job placement officers (my experience is limited to applying to entry level and junior positions) is that it should always, absolutely be a PDF.
Is this because MS Word documents are easier to parse (by SnapHop, not humans)?