When I deploy my project with \"Publish as Azure WebJob\" using Visual Studio 2013/update 4, I get the error in the title.
I have Visual Studio 2015 Update 3 and i was facing the same issue. The solution i found that is working for me is the following:
1) Open *.pubxml file under properties -> publish profiles.
2) Look for the Path attribute under PublishDatabaseSettings section:
3) Set Path attribute value to the following:
4) Delete the existing webjob deployment in Azure Job Collection Scheduler.
5) Re-Deploy the webjob, Re-run the webjob from the scheduler and it starts working with no issues!
Hope this helps.