Yes and no. My current employer and the previous one had more than one branch, geographically located in different areas (and nations).
To me all the colleagues from other branches were "remote". As far as I can tell, it made no difference to me if they were in their office or at home, I still interacted with them via tickets, instant messaging, video calls etc.
And yet we all worked together.