To be eligible for the MS in Computer Science at the University of Texas at Austin, applicants should hold a bachelor's degree in computer science or a closely related field, such as electrical engineering or mathematics. A minimum GPA of 3.0 out of 4.0 is expected. Strong foundational knowledge in areas like algorithms, data structures, operating systems, and computer architecture is essential.