The pump bearing is probably on the way out.
What pump have you got? inline or in tank?
The in tank pump comes out of the top of the fuel tank. Look in your boot, lift up the carpet, there will be a round cover with 3 screws, remove the screws, take off the cover , then unscrew the big plastic cap, you will then be able to remove the pump.