Listen to One Step at a Time online. One Step at a Time is an English language song and is sung by Skip Peck. One Step at a Time, from the album Smooth Jazzy Night Vol.2, was released in the year 2016. The duration of the song is 3:34. Download English songs online from JioSaavn.