Entry‑level tech work is shifting

The first rung of the tech ladder is moving: Stanford’s 2026 AI Index says employment for U.S. software developers ages 22 to 25 fell nearly 20% from 2024. (hai.stanford.edu) Stanford said the drop is concentrated in “the youngest workers in exposed occupations,” while older software developers kept gaining headcount. The report tied the pattern to AI’s strongest measured productivity gains showing up in software work first. (hai.stanford.edu) The same report said generative artificial intelligence reached nearly 53% population-level adoption within three years, faster than the personal computer or the internet on its measure. That speed has pushed AI tools from experiments into everyday coding, writing, and support tasks. (hai.stanford.edu) A 2025 McKinsey global survey cited by the Stanford index found one-third of organizations expect AI to reduce their workforce in the coming year. The expected cuts were highest in service operations, supply chain, and software engineering. (hai.stanford.edu; technologyreview.com) That does not mean software work is disappearing. The United States Bureau of Labor Statistics still projects software developer employment to grow 17% from 2023 to 2033, adding about 327,900 jobs over the decade. (bls.gov) What appears to be changing is the mix of tasks companies pay juniors to do. Chief Information Officer magazine reported in September 2025 that employers were using AI coding assistants and low-code tools to absorb routine entry-level work, while shifting junior roles toward oversight and higher-level problem solving. (cio.com) On campuses, some students are responding by skipping the old wait-for-recruiters path and shipping products themselves. Techloy reported on April 15 that students are using AI to draft code, test ideas, and turn class projects into startups with far lower upfront cost. (techloy.com) Bloomberg reported on April 14 that college students are starting companies as internships and entry-level jobs get harder to land. Career coach Jill Tipograph told Bloomberg that more of her college-age clients are turning to entrepreneurial side gigs to build their résumés. (bloomberg.com) The startup pipeline is also tilting toward AI. Y Combinator’s company directory now lists 1,421 artificial intelligence startups it has funded, and TechCrunch reported that Y Combinator’s Winter 2025 Demo Day featured 160 startups as investors hunted for new AI products. (ycombinator.com; techcrunch.com) The old entry point into tech was a junior job that taught the basics inside a company. The new one is increasingly split between fewer beginner openings and more students trying to learn by building in public before anyone hires them. (hai.stanford.edu; techloy.com)