The species was first described in 1790 by John Latham. A previous description as "Dendrocitta rufa" is not valid. It belongs to the Treepie genus "Dendrocitta" which is Southeast Asian in distribution. According to ornithologist Derek Goodwin, the rufous treepie may be closely allied to the hooded treepie ("D. frontalis"). There are eight recognized subspecies.