While fixing up the video scalers in beta cluster for the current job runner infrastructure, @bd808 configured it to run 2 job runners for transcodes but we found it was running up to 5 jobs... This is ok on production boxes but overloads the relatively small VM that's assigned to video transcoding in beta cluster.
We couldn't quite figure out what was going on Friday, need to look at it in more detail.