A doctor by profession, Divya served as the Assistant-collector of Kottayam before she was transferred to Thiruvananthapuram. It was during her tenure in Kottayam that she made headlines as the "songbird bureaucrat." In the run-up to the assembly elections in May last year, Divya had released a song asking people to vote that she had written herself and lent her voice to.