Murmu took a political plunge in 1997 by joining the Bharatiya Janata Party (BJP). She was first elected as the councillor of the Rairangpur Nagar Panchayat and then went on to become the chairperson of the same panchayat in 2000. Later, she also served as the national vice president of the BJP Scheduled Tribe Morcha.