Fastest way to do this is to load Factory 501. Defeat the first boss you come across and head straight off the ledge. This open ledge is literally right there in the direction you were heading. It's hard to miss since this is the first part of the level to not have a railing. You'll fall to your death, the achievement will then unlock.