Reeder was born on July 12, 1807 in Easton, Pennsylvania. He went to school in Lawrenceville, New Jersey. He became a lawyer in 1828 in Pennsylvania. In 1831, he married Frederika Amalia Hutter. They had three sons and seven daughters.