Irving Geis studied architecture at the Georgia Institute of Technology and received his BFA from the University of Pennsylvania. He primarily worked as an illustrator, contributing regularly to Print, Fortune, McCalls, and beginning in 1948 to Scientific American. A large part of his illustration work included maps, charts and scientific drawings. His clients included Shell gasoline. He is best known as the illustrator for the classic book How to Lie with Statistics from 1954.