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Careers in AI: The Roles Shaping the Industry

Demand for AI skills now spans engineering, product, research and governance. ML engineers, LLM application engineers, MLOps specialists, AI product managers and policy specialists are among the key roles — and a portfolio of real projects carries significant weight with employers.