Lead AI Engineer - Semiconductor AI Innovation
Core
Founding Lead AI Engineer responsible for setting vision, building a team, and delivering AI solutions to accelerate innovation, improve yields, and reduce tool downtime in semiconductor equipment operations.
Role type
Senior IC technical leader (AI/ML)
Builds
Agentic assistants (LLM+RAG+MCP), predictive maintenance models, computer vision for defect detection, process optimization insights, and digital twins.
Domain
Semiconductor manufacturing (wafer processing, final manufacturing, FPD, LED) and equipment operations.
Deliverable
production ML models
Required skills
ML systems architecture, LLMs (RAG, fine-tuning, agents), Computer Vision, Predictive Modeling, MLOps, Python, stakeholder collaboration
Preferred skills
Semiconductor manufacturing knowledge, SECS/GEM, digital twins, vector databases, safety/security for AI
Technologies
Python, C++, CUDA, Ray Serve, Triton, MLflow, MCP servers, GPU optimization
Responsibilities
Define AI strategy and architecture; Partner with engineers to map processes and deliver outcomes; Ship agentic assistants with LLM+RAG+tool integrations; Lead projects in predictive maintenance, computer vision, and process optimization; Build data pipelines for multi-modal datasets; Stand up scalable MLOps infrastructure; Hire and mentor a team of 3 engineers; Integrate AI solutions into production environments.
Seniority
Senior, hands-on IC with team leadership
