I think the sides of the bumpers kind of sit in grooves of the rear fenders. WIS does say that when the last nut is removed, a second mechanic removes the bumper. I do not know how heavy it is. It can probably be handles by one person. Maybe stack some boxes up there to support it before you can grab it.
I did that to my W124 to replace an impact strip.