When I click on the icon to unpublish it brings me to the publishing page. If I try to unselect all of the sites to unpublish from it tells me that I have to select atleast 1 to publish. Please take a look. Example job to unpublish -
https://recruit.zoho.com/ats/Dashboard.do#JobOpeningPage/227321000000719071