McCrone was born in Wilmington, Delaware. At Cornell University he received a bachelor's degree in chemistry (1938) and a Ph.D. in organic chemistry (1942), after which he completed two years of post-doctoral work there. From 1944 to 1956 he was a microscopist and materials scientist at what is now the Illinois Institute of Technology.