Mittag is a surname. Notable people with the surname include:

Anja Mittag (born 1985), German footballer Gösta Mittag-Leffler (1846–1927), Swedish mathematician Günter Mittag (1926–1994), German economist Susanne Mittag (born 1958), German politician