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Forward-deployed engineers are the AI industry’s latest talent obsession

Forward-deployed engineers are becoming the most sought-after talent for enterprise AI implementations. A new industry study estimates that only 2,000 U.S. engineers possess the specialized expertise required to deliver measurable AI return on investment. This acute talent bottleneck is forcing companies to rethink how they deploy and scale machine learning systems in production.

TechCrunch AI·Jul 30, 2026

Opening Kapyn…