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Guan Leiming

Technical Director | Java

"Industry changes and talent trends under the AI ​​chip game"

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As the core hardware for the development of artificial intelligence, the importance of AI chips is self-evident. The United States has attempted to suppress the development of China's artificial intelligence industry by restricting the export of AI chips to China. However, relying on its own scientific research strength and industrial policies, China has continuously increased its investment in chip research and development and achieved a series of important results. Many domestic companies and scientific research institutions have made continuous breakthroughs in chip design, manufacturing processes, etc., and gradually improved the performance and market competitiveness of domestic AI chips.

This competitive situation has a direct impact on the industry landscape. On the one hand, some companies that rely on imported chips are facing supply chain pressure and have to look for alternatives or strengthen independent research and development. On the other hand, emerging chip companies have gained more development opportunities and market competition has become more intense. At the same time, the development of AI chips has also promoted the upgrading of related industries. For example, the demand for high-performance chips in cloud computing, big data, intelligent driving and other fields has continued to increase, further promoting the coordinated development of the entire industry chain.

In this context, the flow and demand of talents have also changed. For programmers, the tasks and opportunities they face have also changed. In the past, programmers may have focused more on software-level development and optimization. But with the rise of AI chip technology, programmers with hardware-related knowledge and skills have become more sought-after. They need to understand the architecture and performance characteristics of the chip in order to better optimize the software algorithm and improve the overall performance of the system.

At the same time, the research and development of AI chips requires an interdisciplinary team of talents, including chip design engineers, algorithm scientists, software developers, etc. Programmers need to work closely with professionals in different fields to jointly overcome technical difficulties. This requires not only solid professional knowledge, but also good teamwork and communication skills.

In addition, the rapid development of the industry has also put forward higher requirements on the learning ability of programmers. AI chip technology is constantly updated and iterated, and new architectures and algorithms emerge in an endless stream. Programmers need to maintain their enthusiasm for learning, keep up with the latest technological developments, and improve their abilities to adapt to changes in the industry.

For Chinese programmers, the rise of the domestic AI chip industry provides them with more room for development. They can participate in the research and development projects of domestic chip companies and contribute their own strength to breaking the foreign technology blockade and realizing domestic substitution. At the same time, more and more programmers choose to start their own businesses and devote themselves to the innovation field related to AI chips to promote the development of the industry.

However, challenges still exist. Although China has made certain achievements in the field of AI chips, there is still a certain gap compared with developed countries such as the United States. In terms of technology accumulation, talent training, and industrial ecology, continuous efforts and improvements are needed. When looking for tasks and development opportunities, programmers also need to fully consider the current situation of the industry and their own advantages and make wise choices.

In short, under the international competition landscape of AI chips, the transformation of the industry has brought new opportunities and challenges to programmers. Only by constantly improving their own abilities and adapting to the development of the industry can they stand out in this changing era and contribute to the development of China's artificial intelligence industry.

2024-08-02