The name derives from the Greek word "episkopos", which literally means "overseer" (epi-skopos, one who looks over), and which means (in the church context) a bishop.

Contrast "Presbyterian" (from "praesbuteros", which means "elder", and from which the word "priest" descends). Never mind that Presbyterians have ministers and not priests. Etymology is funky like that.