Compare to the word Yiddish, which comes from German jüdisch, meaning jewish. Historically, the word Yiddish is an adjective derived from the original noun Yid.
When used by non-Jews the word yid (but not Yiddish) is usually meant to be offensive. However, Yiddish speaking Jews proudly call themselves Yidden (plural for Yid).