
AI Product Manager – Manufacturing and Quality
4 weeks ago
We are hiring a Technical AI Product Manager to lead development of AI and GenAI products focused on Manufacturing and Quality . You will work across product, ML, and engineering teams to build scalable, production-grade AI systems that improve operational efficiency, compliance, and product quality. This role requires deep technical fluency, structured product thinking, and end-to-end execution ownership.
Roles and Responsibilities
Own product lifecycle from problem framing to deployment and iteration
Define clear specs with data science and engineering for ML and GenAI solutions
Lead development of RAG pipelines, prompt orchestration, fine-tuning, and evaluation workflows
Balance model performance, latency, cost, scalability, and compliance constraints
Design API-first, modular, secure product architectures
Monitor product KPIs and drive iterative improvements
Prioritize across exploratory and scalable use cases
Stay current with AI/LLM tech and translate into product capabilities
Skills Required
Functional
Strong ownership with ability to structure ambiguous technical problems
Domain fluency across batch record review automation, GenAI for SOP interpretation, deviation summarization, predictive maintenance, and QA document generation
Experience working with plant ops, QA, and regulatory teams to define AI use cases with measurable impact on cycle time, compliance readiness, and process efficiency
Skilled at managing constraints around GxP, traceability, auditability, and secure deployment of AI products
Proven delivery of AI solutions in validated or regulated manufacturing environments
Technical
8+ years of experience in AI & Analytics for manufacturing & quality functions
Deep knowledge of LLMs, embeddings, vector stores, and RAG architectures
Hands-on with LangChain, Pinecone, OpenAI, Azure AI, Vertex AI or similar
Proficient in evaluating model metrics like top-k accuracy, latency, precision, recall
Comfortable reviewing code, writing specs, and using Git, Postman, Jupyter
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