Signal has profiles nowadays that can be used to connect with people without sharing phone numbers. The latter are only used for signup and discarded immediately after.
I doubt they are discarded when push notifications exist
Another comment contradicted this.[1]
I don't know how Signal works and I never used it, but could I signup with a phone number and keep using it with another number, on the same phone?