Yes, BUT you'll have to do some minor modifications.
First, does the 03+ one have a factory subwoofer? if so, don't read any further (different beast)
But the 03 and beyond have a slightly different mounting which you can overcome with a drill and some screws. Won't be a straight forward affair, but it can be done.
Look at the tuffy website. They have installation instructions (which includes instructions for removing the OEM console) and look at the 01/02 console instructions and then the 03+ instructions for an idea of the (minor) difference (which IIRC is the screws in the rear cup holder).