Listen to Running Up That Hill online. Running Up That Hill is an English language song and is sung by Mary Magdelena. Running Up That Hill, from the album The Complete Kate Bush Tribute, was released in the year 2014. The duration of the song is 4:43. Download English songs online from JioSaavn.