Go to the printer section and choose either HP or LPD printing and pop in the IP address. that's all there is to it. I have several Ubuntu machines hooked up to my network printer at work.
Looks like your life is over now.
System -> printing -> add new printer -> NETWORK PRINTER -> LPD or HP Jet will work