It is. I just never use the settings screen. See here for how you toggle it, including screenshots. I would expect that the new version will be similar.

https://www.zdnet.com/article/how-to-enable-dns-over-https-d...

Edit: I've just checked and there is the ability in the settings screen to set a custom DoH provider. So once your pihole can do it you can set it there.