Green’s Dictionary of Slang

(Aus.) a fisher or seller of prawns; also attrib.

1953		Baker Aus. Speaks.
1996		B. Scott Banshee and Bullocky 65: A little prawnie bloke [...] went to Emu Park to get a few hanks of twine to mend his nets.