Here's the song on YouTube
Here's a Wiki about it

I entered the Air Force long enough ago for people to hit me with this song and the accompanying gesture. Mostly it was Army grunts, who preceded their performance with "Hey, zoomie!" The gesture is good for limbering up the hands.