Naveen Jindal married Shallu Jindal on 28 May 1994; the couple have a son and a daughter. He plays polo and captained the Jindal Steel & Power polo team to the Indian Open title in 2003 and 2004, and is a former national champion in skeet shooting who won a silver medal at the 2004 South Asian Federation Games.