The singer, who is gearing up for the release of his debut album, will release 'Somebody' on October 11.
The song's title was announced by music video director Nigel Dick on his Twitter page as he filmed the promo for the track.
He wrote: "Mr. [Joe McElderry] is killing it for his first video 'Somebody' - just a few more hours in Bulk Area & we're done."
He also revealed that the clip was being shot in Bulgaria, tweeting: "That's a wrap. 2 days work inside 16 hours in Bulgaria's Nu Boyana Film Studios. Great work everyone. Safe journey home..."
McElderry releases his debut LP on October 25.