If you have level 80 Thieving, you can pick some doors in the Maze that act as shortcuts to the final chamber. But you ideally want the Rogue's outfit as soon as possible to get double loot from pickpocketing suckers around Gielinor. Starting at level 50 will only make it take an hour and a half or two hours longer max to get a complete set.