Well, on PC or tablet you always could, but on mobile it was always album random shuffle... and if you created an album of less than N songs, in mobile they added related tracks in the reproduction (radio-spotify like) so it remained not possible to control what you listen...

EDIT: I updated the verb tenses to the fact that now you can in the mobile app chose the song to play