Click on an individual gig, scroll down and click "cancel gig" if you no longer want a gig to be active. Gigs cannot be permanently deleted, but once canceled, it will no longer be displayed on your profile for other users to find, and it will be grayed out and moved to the bottom of your list of gigs.