Amazon Cut AI Jobs and Funded 340,000 New Ones. Most People Don't Know They Exist.

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Monday, we asked where the AI infrastructure money went. Today we name the seats it created: 340,000 data center positions sitting open in the US right now, against a total build-out need of roughly 650,000 across construction and operations not a 2030 forecast; open jobs the industry can't fill today. Carlo and Ainsley trace the real career ladder within that number, from entry-level data center technician roles through engineer, MEP, and AI infrastructure specialist roles, and show why Microsoft, Google, AWS, and Meta have all dropped the four-year degree requirement for entry-level technician hiring. Stargate, the Oracle/OpenAI buildout that just added 4.5 gigawatts of capacity and an estimated 100,000+ jobs, becomes the single clearest proof point: a named project, a named partner, workers already on site.

The back half goes wider and harder: a "silver tsunami" retirement wave that's pulling out roughly a third of the current technical workforce at the same moment the industry needs them most, a workforce where half of all data centers report women make up less than five percent of staff, and a global build-out where high-income countries hold the overwhelming majority of capacity while the regions with the fastest-growing populations are still years behind and why the physics of latency means that has to change. The through-line from this season: the capital moved, the jobs moved with it, and almost nobody got the memo.

Chapters:
00:00 Intro: Picking Up From the $700 Billion Question
00:38 The Real Number: 340,000 Open Seats Right Now
01:51 Does Your Career Port Over? Trades, PMs, and the "Wrong Room" Problem
04:49 Stargate: One Named Project, National Footprint
09:01 Who Actually Gets Hired: The Real Build-Out Labor Force and Salary Ladder
11:38 The Global Picture: Who Gets Left Out
14:24 Physics, Latency, and Why Local Data Centers Have to Exist
16:09 The Silver Tsunami: A Retirement Crisis Hiding Inside the Shortage
18:10 Less Than 5%: Where Are the Women?
20:56 The On-Ramps Nobody Tells You About
23:33 It's Not Just America: The Global Jobs Case
27:02 Structural Exclusion, Not a Pipeline Problem
29:28 Call to Action: Do This Before the Week Is Out
32:09 What's Next: Inside the Machine

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