This paper explains the growing importance of knowledge-based societies in driving industrial progress. It highlights the crucial need for technological and skill advancement, particularly among the expanding young populations in developing countries who lack essential work skills. This study scrutinizes the traditional Development Aid (DA) 1.0 model, which focuses mainly on financial aid and infrastructure projects but overlooks the importance of developing a skilled workforce that meets industry needs. Introducing the concept of DA 2.0 through the lens of the Triple Helix Theory, this paper suggests a sustainable approach that integrates government, academia, and industry to promote technology transfer and skill development. Through the policy analysis and case studies, it demonstrates how China leverages its technological expertise and skill advantage to enhance DA in African countries. The study concludes by advocating for DA 2.0 approach that is a government-supported, industry-driven approach to workforce development. By fostering collaboration among these sectors, China and Africa could optimize the impact of DA initiatives in addressing local challenges.