About the job
Core
Designing and implementing LLM-based Agentic AI systems to automate MES and engineering tasks in a high-tech manufacturing environment.
Role type
Senior IC Machine Learning Engineer (Agentic AI) with Project Lead responsibilities
Builds
AI-driven automation systems for Manufacturing Execution Systems (MES) and engineering workflows
Domain
Semiconductor manufacturing / AI / Data Engineering
Deliverable
production ML models
Required skills
LLM-based AI Agent development, Multi-Agent system architecture design, Python, Java, RAG implementation, Manufacturing Project Lead (PL/PM) experience
Preferred skills
Semiconductor/LCD MES system development, Semiconductor manufacturing data analysis, Manufacturing data pipeline construction, Semiconductor domain knowledge, Global communication skills
Technologies
LLM, Agentic AI, RAG, Python, Java
Responsibilities
Architecting and implementing LLM-based Agentic AI for MES and engineering automation, Establishing methodologies for Agentic AI adoption in manufacturing systems, Leading manufacturing production execution system construction projects as PL/PM
Seniority
Senior, hands-on IC with project leadership
