美国仅有约2,000名具备扎实AI实战经验的工程师能够帮助企业实现AI投资回报。[1]根据执行猎头公司Christian & Timbers的研究，随着企业从追求最佳模型转向实际部署应用，前置部署工程师（FDE）已成为AI行业最紧缺的人才。[1]这类工程师被定义为能够产生"多千万美元ROI影响"的从业者。[1]
企业对FDE的需求正在激增。[1]研究预计到年底FDE需求将激增2,100%，计划招聘FDE的企业比例从年初的5-10%跃升至70%。[1]目前美国市场约有17,000名FDE，[1]但大型咨询公司报告需要增加10倍的员工数量，组建20-100人的团队。[1]OpenAI和Anthropic已分别建立自有部署公司来部署FDE。[1]
Research from executive search firm Christian & Timbers reveals that only approximately 2,000 engineers in the United States possess the specialized skills needed to help enterprises achieve return on investment from their AI investments [1]. As companies shift focus from developing the best models to deploying practical applications, forward-deployed engineers (FDEs) have emerged as the industry's scarcest talent resource [1].
Demand for FDEs is projected to surge by 2,100% by year-end, with enterprise hiring plans accelerating dramatically [1]. At the start of the year, only 5-10% of companies planned to recruit FDEs; by the second quarter, this proportion had jumped to 70% [1]. The U.S. market currently has approximately 17,000 FDEs [1]. Large consulting firms have reported needing to expand their FDE workforce tenfold, building teams of 20 to 100 people [1]. Truly impactful FDEs are defined as those capable of delivering "multimillion-dollar ROI impact" [1].
In response to this talent shortage, both OpenAI and Anthropic have established their own deployment subsidiaries to directly deploy FDEs [1].