The extra spacing can be removed from the printed invoice through following steps:

Go to Companies -> Edit -> Select "Email Template" -> Uncheck "Use Full PDF page".
Checking the field "Use Full PDF page" will allow you to use the full PDF page.

-Moon Invoice