In a followup to the post yesterday about science pop songs..... here's a really obvious one: Kraftwerk! Examples:
Radioactivity, with geeky morse code spelling out the title, yet!
Then there are the odes to tech geekiness, Home Computer and Pocket Calculator, though you might argue those aren't strictly about science or scientists, per se.
Well, then how about O.M.D.'s Genetic Engineering or the older Electricity?