7.6M open jobs. Here's where they are.

The work didn't vanish — it changed shape. Companies that paused hiring last year are now racing to put models into production, and they need people who can build, ship, and keep them running. If you've written software, you're closer to this than you think.

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Every model runs on a building full of power and cooling that someone has to wire, install, and maintain. This is the most overlooked pivot — steady, hands-on, in-demand work that can't be offshored or automated away. Many roles welcome apprentices and career-changers.

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Technical people who can talk to customers are suddenly the most valuable hires in the building. Forward-deployed engineers, solutions engineers, and GTM engineers sit between the product and the people using it. If you can code and explain, this door is wide open.

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