The soldier was taken to a civilian hospital after collapsing during the training but died two days later.
The cause of his death was found to be multiple organ failure due to septic shock, according to the Center for Military Human Rights Korea.
The recruit, who joined the Army on May 13, was reportedly ordered to run around the unit's training ground and do push-ups in full combat gear, despite relevant rules banning such demanding training in full gear.