There are 7 different ranks in all games: Beginner, Novice, Graduate, Expert, Master, Grand Master and Legend.
You are ranked up after having repeatedly scored higher or lower than the average user in your age group playing the same game. It is not possible to rank down.
At the moment on iOS, there is an additional component: you have to unlock the achievements that appear in the pre-game screen to move up to higher ranks.