Raised in Bannu, Ghulam Ishaq graduated from Peshawar University and entered the Indian Civil Service, opting for Pakistan after the independence in 1947.
Dibesarkan di Bannu, Ghulam Ishaq lulus dari Universitas Peshawar dan masuk Layanan Sipil India, memilih ikut Pakistan setelah kemerdekaan pada 1947.