Listen to I Will Move On Up a Little Higher online. I Will Move On Up a Little Higher is an English language song and is sung by Mahalia Jackson. I Will Move On Up a Little Higher, from the album Christmas, was released in the year 2011. The duration of the song is 2:59. Download English songs online from JioSaavn.