AI Solutions lead
Core
Design, develop, and program methods to analyze unstructured big data into actionable insights; design end-to-end AI solutions on Lam's shared AI platform (AI Foundry, Agent Runtime, Knowledge Service, Ontology) grounded in enterprise data.
Role type
Senior IC AI Solutions Lead / Enterprise AI Architect
Builds
Reusable agentic, RAG, and orchestration-based AI solution patterns for R&D and enterprise use cases
Domain
Semiconductors / Enterprise AI / GenAI
Deliverable
production ML models
Required skills
Enterprise-scale AI/GenAI architecture, Agentic frameworks, RAG pipelines, Transformer architectures, Fine-tuning foundational models, Vector databases, Knowledge/ontology services, Security & governance for AI, Cloud platforms (Azure/Databricks)
Preferred skills
Full-stack software development
Technologies
LangChain, LangGraph, MCP, Azure, Databricks
Responsibilities
Design end-to-end AI solutions on Lam's shared AI platform; Translate business problems into reusable solution patterns; Serve as technical bridge between Platforms & Technology and AI Delivery teams; Lead solution and design reviews; Embed security, governance, and cost-efficiency into solution designs; Champion reuse of common platform primitives; Partner with product managers and engineering teams for production deployment
Seniority
Senior, hands-on IC