Listen to Sweet Little Jesus Boy online. Sweet Little Jesus Boy is an English language song and is sung by Mahalia Jackson. Sweet Little Jesus Boy, from the album Christmas Hits, was released in the year 2013. The duration of the song is 5:15. Download English songs online from JioSaavn.