Madge signed with Metro Goldwyn Mayer in 1927. She often performed as the fiancee of the leading man. Working for MGM in the 1930's, she performed in Dinner at Eight(1933), Broadway to Hollywood(1933), Hell Below(1933), and David Copperfield(1935).
In 1933, she performed with James Cagney in The Mayor of Hell. She also performed in Beauty for Sale(1933), Grand Canary(1934), What Every Woman Knows(1934) and Pennies From Heaven (1936).