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

A Christian & Timbers study says only about 2,000 U.S. engineers have the enterprise and applied AI skills needed for forward-deployed engineering.

Demand for forward-deployed engineers is expected to rise sharply as companies move AI from pilots to real business workflows.

Enterprises now want in-house FDE teams, and major AI companies and consultancies are hiring aggressively to fill the gap.

The role is becoming critical as firms seek measurable ROI from AI through revenue growth and efficiency gains.