Setting up and managing device configurations using Intune
For Android Enterprise enrollment, yes the device must be encrypted. This is not specific to Intune but is specific to Android Enteprise.
For Device Administrator, this is based on the compliance policy your org has configured. See https://learn.microsoft.com/en-us/mem/intune/protect/compliance-policy-create-android-for-work#encryption.