Yes — most government recruitments are open to all Indian citizens who meet the eligibility criteria, including private sector employees. Age limits and educational qualifications apply equally. You do not need to resign before applying or appearing for the exams. If selected, you will need a relieving letter or resignation acceptance from your current employer at the time of joining.