Following his retirement from professional
football, Tafaj was offered a job in the back room staff at
Tirana. He became the club's technical director but has also had to fill in as a
caretaker manager when the club changed managers through the season. He guided Tirana to their 24th
Albanian Superliga in 2009 after former manager
Agustin Kola left the club after narrowly losing out on the
Albanian Cup trophy to
Flamurtari in March of that year. Tafaj finished the season and kept Tirana at the top of the table to win the championship. Once again he became the caretaker manager after Croatian manager
Ilija Lončarević left the club in October 2009 after a series of poor results. He stayed on that position until January 2009. In October 2012, then still technical director of the club, Tafaj replaced
Artur Lekbello as caretaker of Tirana for the fourth time, staying there until February 2013. He had already been caretaker earlier that year after
Julián Rubio left the club for Flamurtari in September 2012. ==Honours==