Technology8/26/2026•ZDNet

4 AI development skills you need, according to Andrew Ng - and what experts say he's missing - ZDNET

4 AI development skills you need, according to Andrew Ng - and what experts say he's missing - ZDNET

Our gifting experts are obsessively searching for holiday gifts that are unique, thoughtful and suitable for any budget. The rise of generative and agentic AI has dramatically changed the software-building process - and the skills required. Follow ZDNET: Add us as a preferred source on Google. Is it time to think outside the box for software engineering AI skills? One of the planet’s most noted AI experts recently pinpointed the four most essential skill areas for those seeking careers in AI development. However, some industry observers say the recommendations don’t go far enough, suggesting AI skills extend beyond engineering into other business-focused areas. Also: ‘Specialists aren’t required’ anymore: How to stay valuable in an AI agent workplace today Andrew Ng, founder of Coursera and lecturer at Stanford, formulated a list of essential skills for AI development based on his analysis of more than 10,000 job postings and interviews with AI experts, hiring managers, and recruiters. The list included the following abilities: With the rise of generative, and now agentic, AI, the process of building software has changed drastically, said Ng. But acquiring the right skills can be a

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