Actually the opposite is true in my experience. Many engineers, physicists, and especially mathematicians are interested in music theory and/or play instruments themselves.

A classmate of mine, who is like the “Kyle” stereotype of monster energy drinking gamer, is also an engineering student who happens to be a virtuoso on the cello.

I think four members of my research lab play piano, two can play the violin iirc, and our advisor plays guitar.