Only 2,000 US Engineers Can Deliver Meaningful AI ROI, Study Estimates

A new study estimates that only around 2,000 engineers in the United States have the expertise needed to deliver meaningful AI return on investment for enterprises. Companies are racing to hire so-called forward-deployed engineers — specialists who implement AI directly at client sites. The shortage of this talent pool is becoming one of the biggest bottlenecks in corporate digital transformation.

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