PyCharm remote deployment: user name not being saved

I solved it by changing the standard way to change credentials in Pycharm.

To do this go to Settings/Preferences | Appearance & Behavior | System Settings | Passwords and choose the KeePass option. That solved the problem for me.

Apparently there are problems storing on native keychain. (I'm on Mint 18.3)