It will. Unlike e.g. MMS or VoLTE, RCS (at least as recently implemented on Android) has never used special APNs or other network-only infrastructure.

Even when you have signal and mobile data, it'll take the same route as iMessage or WhatsApp, i.e. your regular "Internet" APN.