 Majid was born April 14, 1955, in East Pakistan, in what is now the Patuakhali District of Bangladesh.He studied public administration at the Dhaka University for his bachelor's and master's.Later he obtained M. Phil and Ph.D. degrees from the same university for his research on the Rakhaine aborigines of Bangladesh.