I actually was going to suggest this earlier. But when I tested it it did not work.
Did not have time to investigate but just did now since you suggested it.
Turns out you MUST uncheck the Automaticilly optimise when exporting check box for the PDF or it will be exported as a png.
This includes when previewing.