Listen to Jesus Pick Me Up online. Jesus Pick Me Up is an Unknown language song and is sung by Jesse Dayton. Jesus Pick Me Up, from the album Country Soul Brother, was released in the year 2004. The duration of the song is 2:42. Download Unknown songs online from JioSaavn.