After two years as an assistant under Fisher, Watson was hired as the head coach at the University of Detroit Mercy, where he spent the next 15 seasons. He compiled a record of 258–185, second in school history behind only Bob Calihan. He led the Titans to three Horizon League titles, along with their first NCAA Tournament wins since advancing all the way to the Sweet 16 in 1977.