A recent study suggests that there is a shortage of qualified engineers in the US who can effectively implement artificial intelligence at a large scale. According to the research, only a small number of engineers possess the necessary expertise to deliver significant returns on investment from AI projects. As a result, companies are actively seeking to hire forward-deployed engineers who can bring AI solutions to market. The demand for these skilled professionals is high, with many enterprises looking to bridge the gap between AI research and practical implementation. This trend highlights the need for more comprehensive AI training programs and the development of scalable AI solutions.