Call to undefined function: job_queue_add()

Getting white screen and the following, when trying to use job_queue_add('some_function') in a custom module:

Fatal error: Call to undefined function job_queue_add() in (...)

I can use the somemodule_job_queue_functions() function to add a job to the priority list, but nothing really happens after that.