Andrew Ng’s AI engineering skills map: four skills, and prompt engineering is not one of them

DeepLearning.AI published the AI Engineering Skills Map on 14 August 2026, drawn from analysis of more than 10,000 job postings plus structured interviews with hiring managers and recruiters and survey data. It names four skills: building and deploying AI applications, software fundamentals, using coding agents effectively, and shaping product decisions. Three of the four are judgment under a system you do not fully control rather than producing more code faster — knowing what to build, steering an agent toward building it correctly, and recognising when the tradeoffs the agent chose were wrong.

What it means If your training plan is a prompt-engineering course, this is evidence the market is hiring for something else — and the four headings are a usable curriculum outline for a team that needs one.