Using non-standard ports for application services is not good practice in terms of security.

The SSH service is a frequently targeted service and port 22 is a frequently scanned port.

Obscuring the SSH port by changing it may help protect you against broad stroke Internet scans, but a targeted scan will identify an alternative port in use.