Staff Engineer, ASIC Gen AI
Core
Design, build, and optimize GenAI-powered systems and LLM workflows to support ASIC semiconductor engineering workflows including code generation, data extraction, analytics, and failure triage.
Role type
Staff Engineer, GenAI/ML for ASIC Semiconductor Engineering
Builds
GenAI-powered agentic systems, LLM-based workflows (RAG, Graph-RAG), and ML models for engineering decision support and failure analysis. (via careerplan.io/jobs/JR111378-staff-engineer-asic-gen-ai-at-micron)
Domain
Semiconductor industry, ASIC design, Artificial Intelligence, Machine Learning
Deliverable
production ML models
Required skills
Python, LLM workflow engineering, RAG, agentic workflows, deep learning, anomaly detection, cross-functional collaboration, technical communication, innovation leadership
Preferred skills
ASIC pre-silicon/post-silicon AI/ML experience, cloud ML pipeline deployment (GCP/AWS/Azure), LLM training and evaluation, data visualization (pandas, scikit-learn), web technologies (JavaScript, HTML, CSS), scalable enterprise AI/ML system design
Technologies
Python, RAG, Graph-RAG, GCP, AWS, Azure, pandas, scikit-learn, matplotlib, plotly, JavaScript, HTML, CSS
Responsibilities
Design and build GenAI systems for ASIC engineering; develop and optimize LLM workflows including prompting and RAG; implement ML models for classification and failure analysis; partner with domain experts to translate engineering problems into AI solutions; support production deployment and monitoring of AI/ML solutions; communicate technical findings to stakeholders; identify high-impact opportunities for AI/ML innovation.
Seniority
Staff, hands-on IC with strategic impact
