I'd recommend using the singular — 'a hard copy'. The use of the plural may cause applicants to believe that multiple hard copies of their writing are required.
New words, one handy idiom, and a 2-minute quiz — delivered to your inbox to keep your streak alive.
SuperESLOr would "Applicants are expected to submit a hard copy of a sample of their writing" be the best?OK.