Computer Science was supposed to be big in the early 90's when I started college (at least students were told that). I guess it was okay for a while during the dot.com boom, but it seems to me it was never a great way to go.
I recall people not wanting to do petroleum engineering at the time, but in hindsight, that was probably a good choice and has been in demand.