Dunlop began his career in the Commonwealth Film Unit with a special emphasis on rural Australia, then documenting First Nations people in "People of the Australian Western Desert" (later the Martu "Desert People"); later working in Arnhem Land with the Yolngu people and others. This resulted in the Yarrkala Film Project. Much of his later work was editing and archiving ethnographic film records.