Didn't the Super Bowl used to be played at the end of January?

Yes, the Super Bowl was played in January until Super Bowl XXXVIII (with the exception of Super Bowl XXXVI, which was played in February due to being postponed by the September 11 attacks). Since then, it has always been played in February.