Mohajeri resigned from the role following a 4-1 defeat against Foolad in the Iran Professional League.
The 58-year-old coach was named Naft Masjed Soleyman coach in late March.
Under his guidance, the Masjed Soleyman-based football team sits bottom of the table with nine points out of 12 matches.