In 1933 Adolf Hitler became the leader of Germany, and Schnabel, who was Jewish, moved to England. He moved to the United States in 1939. After the end of World War II he went back to Europe. He gave concerts there and in the United States for the rest of his life. He died in Axenstein, Switzerland, in 1951.