The U.S. semiconductor industry could face a shortfall of up to 157,000 workers by 2030, nearly the size of its current chip manufacturing workforce, as manufacturers expand domestic capacity for artificial intelligence hardware. Samsung Electronics semiconductor division Executive Vice President Jon Taylor said the technical talent pool is insufficient. Only 3% of U.S. engineering graduates enter semiconductors each year, while 73% of chip companies report significant difficulty recruiting engineering talent. Samsung plans to activate the first of two new fabs in Taylor, Texas, later this year as part of a $35 billion investment expected to create roughly 3,500 jobs. Taiwan Semiconductor Manufacturing and Intel are also expanding U.S. production of advanced logic and memory-related technologies. Universities and community colleges are adding semiconductor programs, while companies including Samsung, TSMC, Intel, Applied Materials and SK Hynix are funding training, apprenticeships and internships. More than 80 community colleges have opened or expanded semiconductor programs since the 2022 CHIPS and Science Act, supported in part by $200 million in federal funding. U.S. engineers typically earn $127,000 to $187,000 annually, with senior roles exceeding $238,000, but compensation remains below levels reported in South Korea, where bonuses for some chip workers have surpassed $500,000. Samsung and SK Hynix plan to temporarily dispatch South Korean workers to support U.S. fab launches, while the industry develops a longer-term domestic workforce. The shortage is affecting memory, advanced packaging and logic production as TSMC capacity remains constrained and high-bandwidth memory becomes a major bottleneck in the AI hardware supply chain.