Andrew,

I did the same thing with my first boat. I uses silicone caulking rather than foam weather stripping. You can get a good seal and still keep the hatch flush.

I used plastic wrap held smooth with vasoline as a mold release so that the silicone will stick to the hatch cover and not the lip.

Worked for me

Jack