Is an OTAA Join Request required every time the RM1xx wakes from deep sleep?

Because all communication is terminated when the module goes into deep sleep to conserve power, you will always need to rejoin when the module wakes. The only way to prevent needing a new join request would be to keep your module in standby doze mode rather than deep sleep.