If you've created a draft of a job ad, and you no longer want to publish it you can delete it! Simply enter the editing mode and click the arrow next to publish (1) and then Delete (2). 

If a job has been published we always recommend you to archive it instead of deleting it to keep all analytics/data linked to the recruitment process.