He attended Swarthmore College and Stanford University, where he received his PhD. He worked at Bell Laboratories, Hampshire College, the University of Massachusetts, and Pennsylvania State University. He is currently a Distinguished Professor of Psychology at the University of California, Riverside. Rosenbaum was the Editor of the Journal of Experimental Psychology: Human Perception and Performance and a recipient of a John Simon Guggenheim Memorial Foundation Fellowship.