It’s only available for contributors.
This way, you can avoid random people assigning the wrong labels and messing up your categories.
It would however be useful if you could in some manner propose labels. Then you could mark an issue as what you think is a bug, so the owner can just confirm that. Many people suggest labels in the title: [proposed Label] actual title