AI Talent Crunch: Only 2,000 U.S. Engineers Can Deliver Real AI Returns

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A new study has found that only around 2,000 engineers in the United States possess the skills needed to generate meaningful return on investment from AI deployments. This acute shortage has sparked intense competition among enterprises seeking to hire so-called forward-deployed engineers. These specialists are responsible for implementing AI solutions at scale within organizations. The scarcity of such talent reflects the growing gap between the rapid adoption of AI technology and the workforce capable of executing it effectively.

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