 Bunbury was the son of Sir Henry Bunbury, 2nd Baronet and his wife Mary Eyton, daughter of Sir Kenrick Eyton.In 1687, aged only eleven, he succeeded his father as baronet.Bunbury was educated at St Catharine's College, Cambridge.