John Cook earned a Ph.D. in mathematics from . After completing a postdoc at , he left academia to work as a software developer and consultant. He then worked for over a decade at MD Anderson Cancer Center as a software project manager, research statistician, and adjunct faculty at The University of Texas Graduate School of Biomedical Sciences. He left MD Anderson to found , a consultancy focused on mathematical modeling and scientific computation.