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Andrew Ng has shared an AI Engineering Skills map for software engineering fundamentals in agentic coding, highlighting that while agents can generate code, developers must manage critical decisions like data, architecture, security, and production.
Andrew Ng discusses how agentic coding is changing software engineering fundamentals and introduces an AI Engineering Skills map focusing on key competencies such as full-stack development, data management, and system architecture design.
This article outlines the key skills required for building and deploying AI applications, emphasizing LLM foundations, data grounding, and agentic systems, based on analysis of job postings and expert interviews.
Andrew Ng presents a map of the most important AI engineering skills based on analysis of job postings and expert interviews, emphasizing building/deploying AI apps, software engineering fundamentals, using coding agents, and shaping the build.