Andrew Ng: AI engineering skills are blurring developer, PM and designer roles
AndrewYNg · x · 2026-09-12
Andrew Ng published a new article arguing that developers skilled in AI engineering should actively "shape the build" rather than just implement specs. Traditional PM/designer/developer role separation is blurring as AI tools expand what one person can do — developers now participate in product definition, while PMs and designers learn AI engineering to build directly. This is dramatically accelerating software development.
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