 He was trained as an engineer before he joined the Indian Administrative Service.Baijal earned his BE (Honours) in Mechanical Engineering from University of Roorkee; now renamed the Indian Institute of Technology, Roorkee.He took part in a one-year visiting fellowship at Oxford University on the Privatisation of Public Enterprise.