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Andrew Ng, Coursera founder, listed four AI development skills from 10,000 job postings: building AI apps, software fundamentals, coding agents, and shaping builds. Experts say the list misses business problems, orchestration, observability, security, and governance. Engineers need domain knowledge and accountability for outcomes.
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