Naik Davinder Singh of 11 Kumaon Regiment collapsed while on patrol duty in Keran sector in Kupwara district, the official said.
Singh was evacuated to the military hospital at Drugmulla where he was declared brought dead by the doctors.
Preliminary investigations have shown that Singh suffered a cardiac arrest, leading to his death.
Police has started inquest proceedings under section 174 CrPC.