Born in 1942, in Chicago, Kramer grew up in the city's suburb of Skokie, Illinois. He attended the University of Illinois, and after earning his degree, entered Harvard University, from which he received his Juris Doctor. In 1966, he was admitted to the bar, and by 1970, he had risen to the position of assistant district attorney for the state's Fourth Judicial District.