Dilip Mitra joined IPS as a direct recruit in July 1976 and was attached to the West Bengal Cadre. He was a member of the Indian delegation at several Indo-Bangladesh, Indo-Nepal and Indo-Bhutan Border talks during his tenure in intelligence. He was DIG, Spl. IGP, IGP and Addl. DGP in the state intelligence branch