Computer Science Enrollment Declines: Will AI Impact the Tech Talent Pipeline?
The once-assured path of a computer science degree appears to be losing some of its luster among college students. While tech industry leaders aren’t yet signaling alarm, recent data suggests a significant shift in student interest, mirroring fluctuations in the popularity of trends like cable television and fleeting viral sensations.
Enrollment Declines
A recent pulse survey conducted by the Computing Research Association, encompassing 130 academic institutions, revealed a substantial 62% drop in enrollment for bachelor’s degree programs in computing between the previous year and the 2025-2026 academic year. This decline is echoed by data from the National Student Clearinghouse Research Center, which reported a 3.6% decrease in enrollment at Planning Accreditation Board-accredited undergraduate institutions in Fall 2025.
The AI Factor
The hesitancy among students is linked to the rapid advancement of artificial intelligence and its potential to disrupt the job market. Dave Lewis, global advisory CISO at 1Password, explained that students are questioning the long-term career prospects in the field. “They’re a little bit reticent to get into comp sci because they don’t know that they’re actually going to have a career,” Lewis said.
Mixed Signals from Universities
Responses from leading computer science schools, as ranked by US News & World Report, have been varied. Carnegie Mellon University declined to release specific enrollment figures but stated that numbers are “steady.” The University of California, Berkeley, reported continued strong interest in its computer science courses, based on both application and enrollment data. However, Georgia Institute of Technology’s College of Computing saw a 35% dip in new freshman enrollment in computer science between 2022 and 2025, though overall enrollment in the major remains substantial.
Potential Implications for the Tech Pipeline
Lewis believes a sustained decrease in interest could impact the future talent pipeline, as students prioritize career paths perceived as more secure. However, he anticipates this trend may be temporary. Shanea Leven, CEO of Empromptu AI, predicts the next generation of tech professionals will possess foundational computer science skills combined with expertise in leveraging AI tools. Industry professionals are already responding by offering consulting services to address the emerging skills gap.
A Call for Industry Support
To maintain the appeal of computer science degrees, Lewis suggests that industry leaders avoid disparaging traditional higher education. He emphasized, “Quite honestly, deriding education is a fool’s errand, and the more education, the better.” Olufisayo Omojokun, associate dean for undergraduate education at Georgia Tech, added that reframing computer science as a pathway to complex problem-solving, rather than solely as preparation for a software engineering role, could help students recognize its versatility and long-term value.
Frequently Asked Questions
What is driving the decline in computer science enrollment?
The rise of AI and its potential disruptions to the labor market are driving hesitancy among students, according to Dave Lewis of 1Password.
How are universities responding to the shift in student interest?
Responses vary. Carnegie Mellon University reports steady numbers, UC Berkeley sees continued strong interest, and Georgia Tech experienced a 35% dip in freshman enrollment between 2022 and 2025.
What is being done to address the potential talent pipeline issue?
Industry professionals are offering consulting services to bridge the skills gap, and there is a call for industry leaders to support traditional education pathways.
As the tech landscape continues to evolve, how might educational institutions and industry leaders collaborate to ensure a robust and adaptable workforce for the future?