Organizations Missing from MLS

I am trying to record callings and MLS seems to be missing organizations. I can't assign people to standard callings because they don't exist in my MLS. For instance, there is no Music, Missionary, or Scouting Organization available. I can see them through LDS.org, but not on my units computer. I would have to create custom positions for everyone from Organist to Branch Mission Leader. Has anyone else experienced the same issue?

Have you tried to request a refresh? That should ask for all the data that CDOL has and it looks like those organizations are there in CDOL.