John Rumm wrote :
Not done it on a remington, but I have changed the batts on a Braun. In that
case there were a couple of screws under rubber plugs in the base of the
case, which once removed allowed the shell to slide off. A pair of radial
leaded NiCds in that model which could then be de-soldered from the PCB and
replaced.

Similar on a Phillips.