Listen to Easy Does It online. Easy Does It is an English language song and is sung by Oscar Peterson. Easy Does It, from the album The Oscar Peterson Trio: Night Train (Bonus Track Version), was released in the year 2014. The duration of the song is 2:46. Download English songs online from JioSaavn.