Listen to Here's That Rainy Day online. Here's That Rainy Day is an English language song and is sung by The Staff Band of The Corps of Royal Electrical and Mechanical Engineers. Here's That Rainy Day, from the album Corps Celebration, was released in the year 2008. The duration of the song is 3:27. Download English songs online from JioSaavn.