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This dual role combines technical leadership with hands-on engineering. The engineer works with client stakeholders to find high-value AI opportunities, then builds agentic systems, retrieval pipelines and evaluation frameworks, taking prototypes to production. Requires 7+ years of software engineering, 1+ year shipping generative AI applications, expert Python, and cloud and container experience.