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Data scientists at production AI companies now spend more time on oversight than model building. LinkedIn data shows AI literacy and LLM proficiency as fastest-growing skills. Workers with AI skills earn a 56% wage premium. Prompt engineering roles grew 135.8% in 2025. Governance roles like AI governance lead are new dedicated job titles.
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