According to the Related Link, it can be either English, Scottish or Dutch. You would have to know about your genealogy to know which one yours is.
Ethnicity of surname amyx
It could be any ethnicity, actually.
Arpaio can be a Gentile or Jewish surname
Chinese
Dutch
German
irish
jewish
Austrian
daleb
Turkish
English