Grace Hopper is recognized for her pioneering contributions to the field of computer programming. As one of the first programmers of the Harvard Mark I computer during World War II, Hopper developed the first compiler and was instrumental in popularizing the concept of machine-independent programming languages. Her innovations significantly impacted software development and paved the way for modern computing practices.