For more than a decade, the standard path into Big Tech ran through a computer science degree, a Silicon Valley internship and a career spent writing code for consumer apps. That path is still very real, but it’s not where the hiring or the salaries are headed.
The 2023 tech layoffs forced a hard pivot toward “efficiency”, and generative AI accelerated another change: AI doesn’t just need people who can write software. It needs the physical infrastructure to run on, chips, data centers, sensors, robots and the engineers who understand how to build and secure them. Companies can no longer afford to hire generalists and train them for six months.
Intel has now put more than $5 billion into its Ohio semiconductor site, and after two construction delays, its two fabs are now targeted to open in 2030 and 2032, with Ohio State still central to training the workforce behind it. TSMC and Arizona State launched a free technician training program this year that guarantees graduates a TSMC interview, part of a plan to fill thousands of roles at its Phoenix fabs.
SK hynix’s $3.87 billion packaging plant at Purdue Research Park is now under construction, on track for completion in 2028. And Rockwell Automation’s Robotics Centre of Excellence, built next to the University of Waterloo rather than in California, continues to anchor the region’s robotics ecosystem. None of these are software offices with kombucha on tap. They’re all hardware bets.
To find the engineers who can build and secure that infrastructure, Big Tech and its industrial partners are anchoring themselves next to public universities with serious hardware, semiconductor and aerospace programs. Here are the schools leading that shift, and what your teen should study to get in front of it.
University of Waterloo
Location: Waterloo, Ontario, Canada
Anchor: Google, Meta, Microsoft, Rockwell Automation
Waterloo captures the shift toward hardware and physical automation better than any school on this list. Silicon Valley has recruited Waterloo software grads for years, but the AI infrastructure era has pushed that recruiting toward hardware and robotics. Clearpath Robotics, founded by Waterloo engineering alumni, was acquired by Rockwell Automation, which then built its global Robotics Centre of Excellence in Waterloo specifically to stay close to campus labs like RoboHub. Big Tech and industrial giants aren't just scouting app developers here anymore. They're anchoring next to the labs producing engineers who can bridge digital AI and physical systems.
What to study: Mechatronics Engineering, which blends mechanical, electrical and software systems; Systems Design Engineering, built around holistic, prototype-driven problem solving; or Management Engineering, a small, co-op-only program that feeds technical program manager roles at companies like Nvidia.
Ohio State University
Location: Columbus, Ohio
Anchor: Intel, Amazon Web Services
Ohio State is the clearest example of what the AI infrastructure era is asking for, and also a clear example of how long hardware bets take to pay off. Intel’s Ohio site was announced in 2022 as a $20 billion investment, and by early 2026 the company had put more than $5 billion into the project, with its two fabs now targeted to open in 2030 and 2032 after two construction delays. Intel has still pledged $100 million toward Ohio education partnerships, and Ohio State channeled part of that funding into a dedicated Semiconductor and Microelectronics Education initiative alongside its Center for Advanced Semiconductor Fabrication Research.
What to study: Electrical and Computer Engineering, with a concentration in Solid State Electronics and Photonics, or Computer Science and Engineering.
Arizona State University
Location: Tempe, Arizona
Anchor: Intel, TSMC, aerospace contractors
ASU still carries an outdated “party school” reputation that has nothing to do with its Fulton Schools of Engineering, one of the largest and best-funded engineering programs in the country. Arizona has become the epicenter of U.S. microchip manufacturing, and TSMC’s Phoenix factories led the company to a 2023 partnership with ASU covering student recruitment, lab funding and joint research. That partnership is now producing results: in 2026, ASU and TSMC launched a free technician training program that guarantees a TSMC interview to anyone who completes it, part of a push to fill thousands of equipment, facilities and manufacturing roles at TSMC’s Phoenix fabs.
What to study: Materials Science and Engineering for chip development, Electrical Engineering or Supply Chain Management through W. P. Carey, ranked among the top three programs in the country by U.S. News & World Report and a direct feeder for companies working to fix ongoing electronics shortages.