Dumouchel is a surname of French origin, originating as a habitational name for someone from any of several places named Le Mouchel. Notable people with the surname include:

Albert Dumouchel (1916-1971), Canadian printmaker, painter, and teacher Léandre Dumouchel (1811-1882), Canadian doctor and political figure

See also Portrait of Dr. Dumouchel, a 1910 painting by Marcel Duchamp Mouchel (surname)