After receiving his masters', Thun worked for the New Jersey Department of Health and the Centers for Disease Control until 1989, when he joined the ACS as their director of analytic epidemiology. He was appointed vice president of epidemiology and surveillance research there in 1998, and held that position until he retired at the end of 2012.