How to keep Shuffle "on" on Apple Music on Desktop

I'm using Windows and have Apple Music installed. Apple Music always defaults to playing tracks in the playlist or album's order, even though I constantly change it to shuffle. Like whenever, I clicked on Track #2 and turned on shuffle... up until I select a different track, the shuffle switches off automatically. I've seen many threads discussing this problem, but I've never seen it resolved.

Is there a way to keep it on shuffle?