A recent research report from the Federal Reserve has sparked widespread attention in the tech community. Data shows that the hiring growth rate for software developer positions in the U.S. has nearly been halved since the introduction of generative AI tools at the end of 2022. As AI technology moves toward mainstream applications, its impact on the job market is no longer just a topic of discussion but is clearly reflected in macroeconomic data.

The study found that before the release of generative AI, the annual growth rate of programming-intensive jobs once reached nearly 5%, far exceeding the overall labor market. However, this momentum came to a halt over the past one and a half years, especially in industries where programmers are concentrated, such as IT services and software outsourcing, where job growth has largely stagnated.

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The “Missing” Ladder: Junior Programmers Facing Cuts

The report points out that this reduction in job growth is highly uneven. The most severely affected are young professionals aged 22 to 25. Since the end of 2022, the number of programmers in this age group has dropped by nearly 20%.

For new developers, the "rungs" at the bottom of the career ladder seem to be breaking. In the past, junior positions usually involved writing basic templates, debugging scripts, and daily maintenance—tasks that are now the forte of large language models. The involvement of AI has actually raised the entry barriers in the software industry, gradually eliminating positions that focus on mechanical coding work.

Senior Talent Premiums, Skill Focus Shifting Toward “Architecture”

Interestingly, although the overall growth rate has slowed, the market value of senior developers has not declined but instead increased. In fields such as computer system design, experienced programmers have seen salary increases of up to 16.7%, far exceeding the national average. Researchers analyze that while AI is good at handling standardized knowledge from open code repositories, it still cannot replace the “tacit knowledge” accumulated by humans when facing complex system architecture decisions and institutional logic.

This trend indicates that companies are more willing to pay a premium for senior talent who can master AI tools and possess systems thinking abilities, rather than hiring large numbers of junior support staff.

Redefining the Role of Programmers

The report concludes that in the short term, the “substitution effect” of AI has already overshadowed the “expansion effect” brought about by efficiency improvements. For educational institutions and policymakers, the traditional career path in the tech industry is being rewritten.