He does have a song called "The Spaceman Came Travelling"... It's got a wordless chorus that could do with being put up a few octaves.
*EDIT*
Just had a re-listen - it's got synth arpeggios and lyrics about how Jesus Christ was granted his powers by a man from outer space - how can they not do this song?