The 30-year-old player is a member of the Turkish football team Alanyaspor at the moment.
Persepolis will part ways with Moroccan defender Ayoub El Amloud.
Born in Switzerland, Hadergjonaj previously represented his birthplace at youth and senior levels before switching to play for the Kosovo national team.