Staff Engineer, ASIC Gen AI
Core
Design, build, and improve GenAI-powered and agentic systems supporting 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 workflows (RAG, Graph-RAG), and ML models for engineering decision support
Domain
Semiconductor / ASIC Engineering / Generative AI
Deliverable
production ML models
Required skills
Python, LLM workflow engineering, RAG, agentic workflows, machine learning, deep learning, anomaly detection, cross-functional collaboration
Preferred skills
ASIC semiconductor pre-silicon/post-silicon workflows, cloud deployment (GCP/AWS/Azure), LLM training and inference, data visualization, web technologies, scalable enterprise 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 engineering workflows; Build and optimize LLM-based workflows; Develop ML models for classification and anomaly detection; Partner with domain experts to translate problems into AI solutions; Support production deployment and monitoring of AI/ML solutions; Drive innovation opportunities for engineering productivity
