AI impacts the job market for junior programmers, but the "non-developer" programming community is surging.

ME AI News: According to a recent article by npm co-founder Laurie Voss, research by Stanford University’s Digital Economy Lab based on ADP payroll data shows that since the end of 2022, the number of employed junior software developers aged 22 to 25 has fallen by 19%, entry-level software development positions are down 28% from their peak, and the unemployment rate for computer science graduates has risen to 6.1%. However, total employment for developers in the U.S. still increased by 4.4% over the same period, with employment among senior developers aged 41 to 49 rising by 14%. Data from the U.S. Bureau of Labor Statistics (BLS) further indicates that over the past year, the number of “computer programmer” positions—primarily responsible for writing code on demand—has decreased by 16%, while the roles of data scientists and core software developers that require more architectural judgment have increased by 12% and 2%, respectively.

Meanwhile, the widespread adoption of AI tools has sparked a surge in software creation. GitHub added a record 36 million new accounts and 121 million code repositories last year, and Apple App Store app submissions surged 80% year over year in the first quarter of 2026. Data from platforms such as Vercel and Lovable shows that more than 60% of new users are “non-traditional developers,” such as product managers and analysts. Industry analysis warns that as AI replaces basic coding work, the traditional apprenticeship-style career progression from “junior to senior” engineers has been disrupted. This not only raises concerns about the security of AI-generated code, but also creates challenges for the source of future senior developers. However, the latest hiring data from platforms such as Indeed shows that demand for relevant entry-level positions bottomed out in May 2025 and has started to show signs of a rebound. (Source: ChainCatcher)