Elisha Parker was born in Perquimans Precinct, North Carolina in about 1727. After some time in Pasquotank County, he relocated to Wayne County, North Carolina. There, as a Quaker, he signed a 1780 petition from the Wayne County Quakers asking the state assembly to reconsider the amount of taxes levied on Quakers. Parker died in Wayne by December 1806.