After his father's death, Harper visited France and Italy, where he studied landscape painting under Richard Wilson. Harper first found employment in Württemberg in 1756. Three years later, he was made court painter to Duke Charles Eugene, who also made Harper the director of his Academy of Fine Arts at the Karlsschule in 1761.