US computer science labor market and enrollment shifts

The United States computer science job market and academic enrollment are experiencing significant shifts. Reports indicate a decline in undergraduate computer science degrees, with Stanford University noting a nearly 14 percent decrease in conferred bachelor degrees in 2026. This mirrors a broader national trend where enrollment has dropped by 8 percent, driven by widespread layoffs at major technology firms and the rise of artificial intelligence.

Research suggests that graduates in “AI-exposed” fields are facing deteriorating labor market outcomes, with some economists comparing the shift to the effects of a large recession. Currently, computer science and computer engineering graduates face an elevated jobless rate of approximately 7.1%.

In response to artificial intelligence handling more software development tasks, the educational and professional landscape is adapting. Colleges are increasing training in AI tools, while the job market is shifting toward smaller businesses that require specialists to integrate AI into their operations. Graduates are increasingly expected to pivot toward AI-specific skills to navigate a market characterized by industry churn.