AI/ML Engineer
Core
Develop and deploy AI/ML solutions, including GenAI and LLM features, to enhance quality and productivity in semiconductor manufacturing.
Role type
Senior IC Machine Learning Engineer (Smart Manufacturing)
Builds
Production-grade ML systems, data pipelines, and AI-assisted development workflows for manufacturing quality and test operations.
Domain
Semiconductor manufacturing / Smart Manufacturing / Industrial IoT
Deliverable
production ML models
Required skills
End-to-end ML pipeline development, Computer Vision (classification, detection, anomaly detection), Generative AI (LLMs, RAG, prompt engineering), Data pipeline architecture, Python software engineering, Model monitoring and retraining
Preferred skills
IoT and Manufacturing Execution Systems (MES) experience, Cloud deployment (AWS, GCP, Azure), Containerization (Docker, Kubernetes), Multi-agent frameworks (LangChain)
Technologies
Python, Git, JIRA, OpenAI, Anthropic, Docker, Kubernetes, AWS, GCP, Azure, LangChain
Responsibilities
Implement end-to-end ML workflows combining structured and unstructured data; Contribute to LLM-based features including RAG systems and agentic workflows; Design and optimize data pipelines across database systems; Develop POCs for manufacturing problems and translate requirements into ML experiments; Own model monitoring, retraining pipelines, and performance tracking; Develop production-ready code with testing and documentation
Seniority
Senior, hands-on IC