Yes, it is possible. If you have a bad chip or have messed up the bios, most manufacturers will replace the chip and some will do it gratis.
You should be able to pull the chip straight out, it is held in by friction on each pin. The difficult part is getting the new chip in without bending the pins. There is a tool made for this that is not very expensive and should be available at any good electronics store.