Born on June 14, 1926, in Srinagar, Jammu and Kashmir, Gill joined the Indian Police Service (IPS) in 1951. He began his career as a police officer in the state of Punjab and rose through the ranks, serving in various capacities, including as Superintendent of Police (SP) and Deputy Inspector General of Police (DIG).