After three seasons, Muhsin left the club and Jamal Salih became the new manager, leading the team to promotion in the 1974-75 season.
Under the management of Ammo Baba, known as the "Sheikh of Coaches", Al-Talaba won their first Premier League title in the 1980-81 season (while it was known as the National League).