Edit Button does not go away

I have several snippets posted on different pages, and as an Admin I can see the “edit snippet” button. But the issue is so do basic users. They can login as basic users and the edit snippet button is still there. When they click it, nothing happens, but still the fact that they see it is not good. I would like to disable the button all together. Can you help?

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