As an officer of the Indian Administrative Service, Anjani Kumar Singh worked in several departments, including Education, Health, Finance and Art & Culture. He was District Magistrate in Vaishali and Dumka districts of Bihar. He also served as Chief Secretary of Bihar for four years. He was the nodal officer for the iconic Bihar Museum in Patna and has been associated with the project since its conception.
