do I need to remove fuel tank from under car to replace the fuel pump

nope.you are the lucky one.there is an access panel in the trunk floor.you (don't) have to drop the tank to replace the fuel pump.there is a youtube video on how to.good luck,and be safe doing this.if you have any questions,just ask,someone will help you.

There is probably a trap door in the trunk.