I ran the following
sudo add-apt-repository "deb http://repository.spotify.com stable non-free" sudo apt-get update sudo apt-get install spotify-client-qt
There was no feedback of any kind. Just the cursor returned. When I go to look for the application it is not there. Since other users report success I am hoping there is something elementary that I am missing.