The band will release 'Baby Come Home' as the second single to be lifted from their new album Magic Hour, which came out earlier this week.
The accompanying music video sees the band members dress up as a variety of characters.
Jake Shears can be seen as a nun and knight in some scenes, while Ana Matronic becomes a sailor and a witch.
'Baby Come Home' was co-produced by Scissor Sisters and Alex Ridha, who is more commonly known as Boys Noize.
Scissor Sisters recently told Digital Spy that they would love to work with Cher on a track in the future.
Watch the music video for Scissor Sisters' 'Baby Come Home' below: