Du Pont was born 24 June 1771, in Paris, the son of Pierre Samuel du Pont de Nemours and Nicole-Charlotte Marie-Louise le Dée de Rencourt.
Du Pont sailed before his family and landed at Rhode Island on 1 January 1800, along with his father and his brother's family.