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Niche senior AI/LLM skillset reduces applicant density despite metro company presence.
Deep production AI, LLM, and enterprise integration expertise required makes background fit highly sensitive.
Explicit 8+ years, specific LLM/RAG tools, and enterprise integration requirements enforce strict shortlisting.
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Define and maintain enterprise AI architecture roadmap and standards to ensure scalable, reusable AI solutions across multiple business functions.
Design, prototype, and guide implementation of end-to-end production AI systems, including data pipelines, model deployment, and lifecycle management.
Lead vendor evaluation, build vs. buy decisions, and enforce architectural guardrails to prevent fragmented AI implementations and promote consistency.
Bachelor's degree or equivalent relevant work experience required.
Minimum 8 years of hands-on experience delivering production AI/ML solutions.
Expertise with LLMs, retrieval-augmented generation (RAG), agent-based systems, and AI frameworks/tools such as LangChain, LlamaIndex, Semantic Kernel, OpenAI/Azure OpenAI.
Experience in enterprise AI integration, including working with enterprise systems like ERP, MES, PLM, and strong proficiency in production-readiness practices.
Experienced in combining strategic enterprise architecture judgment with practical hands-on AI solution prototyping and implementation.
Proven ability to lead cross-functional collaboration involving engineering, data science, legal, compliance, and business stakeholders in fast-paced, ambiguous environments.
Strong track record of driving vendor evaluation and scalable AI platform adoption, preferably familiar with Microsoft/Azure AI stack.