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Useful, opinionated reads on what counts as AI-native work, how to read job descriptions, and where the bar actually sits.
An AI Automation Specialist averages about $76K, but the same work pays $136K as an "engineer." Here's what the role does and why the title sets your pay.
Forward-deployed engineer, vibe coder, agentic engineer, AI engineer - the titles are chaos in 2026. Here's what each one means and the work it maps to.