The Italian was initially appointed in June shortly after Chinese businessman Dr Tony Xia took charge of Villa.
Steve Bruce and Mick McCarthy are among the early favourites to replace Di Matteo at the second-tier club.
The Villans have had four coaching changes inside a year, with caretaker boss Eric Black seeing out the last seven games of last season following the exits of Tim Sherwood and Remi Garde.