Villain played by Vincent Price in 1960s US television series Batman (7)

I believe the answer is:
egghead
(Other definitions for egghead that I've seen before include "Expert" , "Brainiac" , "An intellectual (inf.)" , "providing access to soldiers" , "Intellectual (colloq.)" .)