The story
First used in the USA. From blow off (“to fellate”, originating among prostitutes from 1933) + job.
First known use, by meaning
- from 1942 An act of fellatio, or sucking a penis or other phallic object (such as a dildo).
Etymology from Wiktionary, CC BY-SA 4.0.