Elijah F. Smith (December 1792 – September 12, 1879) was the 8th mayor of Rochester, New York.
He became involved in city affairs and served as an alderman before 1840 when he was elected Mayor.
He was the first Mayor of Rochester to be elected by the people of the city, following an 1840 New York State law requiring that all mayors be publicly elected.
His time in office saw the annexation to the city of the Mount Hope Cemetery area, but other improvements were prevented by the ongoing national depression.
After his term as Mayor, Smith held other offices in the city.