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Playing in Major League Soccer (MLS) was Karanka's brief spell outside of Spain. He joined the Colorado Rapids in 2010, making 21 appearances and scoring two goals during his one-season stint with the club. Karanka then returned to Spain, where he would go on to manage several clubs, including Real Madrid Castilla and Granada.