Many musicians don't have steady jobs, but get booked for single performances here and there. Musicians call these jobs "gigs." It's pronounced with a hard "g", just like "gigahertz" and not like "jig."
"Last weekend my band had a gig at Club 42 and next week we have one at a wedding reception."
The usage has spread from the world of music to mean any short, single engagement.