AI 工程技能地图
Andrew Ng 团队基于逾 10,000 条招聘信息、专家访谈与问卷，将核心能力归纳为构建与部署 AI 应用、软件工程基础、使用编程智能体和塑造构建方向。这些是所有开发者都需要的 AI 工程技能，而不只是“AI 工程师”的职位要求。
The AI Engineering Skills Map
Based on 10,000+ job postings, expert interviews, and surveys, Andrew Ng's team identifies four core capabilities: building and deploying AI applications, software engineering fundamentals, using coding agents, and shaping the build. These are broad skills every developer will need, not merely requirements for the title “AI Engineer.”
https://x.com/AndrewYNg/status/2088302050706686198
August 22, 2026 10
