AI Engineer vs AI Automation in 2026: Same Field, Opposite Burnout Paths

AI Engineer and AI Automation

You’re switching between two tabs: an AI Engineer posting requiring 2 years of experience, and an Upwork gig to automate customer onboarding. You close the laptop without applying to either. The confusion isn’t technical it’s structural. You don’t know which version of yourself the market actually wants. When people say “AI Engineer vs AI Automation … Read more

Why Most People Fail in AI Engineering (It’s Not Lack of Intelligence)

AI Engineering: Quite late night work at a laptop

The screen is still glowing long after it should have gone dark. You’ve been staring at the same loss curve for almost half an hour, half-expecting it to behave differently if you give it enough time. It doesn’t. It flattens, dips slightly, and sometimes gets worse. You refresh anyway, not because it helps, but because … Read more

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