Computer Science Enrollment Is Cooling

Computer Science Enrollment Is Cooling

Computer science enrollment is declining across major institutional sectors despite continued growth in overall undergraduate enrollment, according to National Student Clearinghouse data. The trend began in fall 2025 and continued into spring 2026, with nearly every major computer science specialization seeing decreases. Persistence rates also lag among top majors, suggesting shifting student demand and program choices.

Spring 2026 Enrollment Trends: Undergraduate Growth Continues as Graduate Enrollment Levels Off

Spring 2026 Enrollment Trends: Undergraduate Growth Continues as Graduate Enrollment Levels Off

Spring 2026 postsecondary enrollment rose 1.0% to 18.6 million students, according to the Final Spring Enrollment Trends report. The increase was driven by a 1.3% increase in undergraduate enrollment at public institutions, especially community colleges and certificate programs. Graduate enrollment remained flat with a slight decline in master’s programs and a drop in international graduate students. Computer science enrollment continued to fall, while health professions and engineering posted strong gains, signaling a continued shift toward workforce-aligned fields and practical educational pathways.