John W. Calkin graduated from Columbia University in 1933. He then earned a Ph.D. in mathematics from Harvard.
During World War II he worked on a National Defense Research Committee with the Institute for Advanced Study. He also worked as a scientists for the Bureau of Ordnance of the Navy, before working as a staff member at Los Alamos.