In his 20s, he apprenticed as a stonecutter in San Francisco, California.
He is noted for his success in France as an American artist.
Writer Gertrude Stein said of him "Ferren ought be a man who is interesting, he is the only American painter foreign painters in Paris consider as a painter and whose paintings interest them.