Yes it will fit. Many of us are carring 33's. I have 33x12.5. The important thing is depending on the back spacing, you have to make sure the rubber bumpers maintain contact with the tire. Space the bumpers out or cut them down to fit.
2003 TJ, 33" BFG AT, 2" BL, 2" BDS spring lift, Truck Lite headlights, Homemade sunrider top.