Does Reiki have something to do with faith? 

Reiki will not be a faith. It holds no doctrines, creeds or contradictions to the Common Legal guidelines of Consciousness and Love. Reiki may be very religious in nature, however there is no such thing as a perception required as a way to be taught and use Reiki. In reality, Reiki will work whether or not believed in or not!