He replaced Saeid Ramezani in the Tehran-based football club.
Mazloumi had been named as head coach of Iran U-19 football team in July but resigned from his post to work as Esteghlal’s sporting director.
Mahmoud Fekri has been recently appointed as Esteghlal coach.
The 20th edition of the Iran Professional League (IPL) will kick off on October 31.