This issue occurs when Vcloud Director has had its storage reach RED threshold.
1. Delete job from VCloud Director
2. Delete from Vcenter
3. Restart the ZVM Service
As a future prevention method, you can reduce the RED threshold amount within VCloud Director as its default is set for 90%.