Start early. At least two semesters before graduation, start looking for employment on campus, with seniors and alums, your professors, and even friends & family. And, always keep your eyes and ears open i.e. don't get too sucked into work. Socialize and connect with people at work and outside at all levels for an all-round development.
-Ashish Sharma SEAS '06