Sterling by musicman stingray ray34 HH pickup replacement

Hi! I usually play guitar and have recently started learning bass. I really enjoy modding my instrument so I was wondering if anyone has any recommendations for upgrading my HH ray34? I looked and I can’t seem to identify if there’s a difference between bridge and neck pickup for the bass.

Also looking for a 3 band 4 knob pre amp.

Thanks!