Senior VLSI CAD and AI Automation Engineer
Core
Developing and integrating advanced CAD solutions and automation flows using AI and machine learning for VLSI design, verification, and implementation.
Role type
Senior IC machine-learning engineer (VLSI CAD)
Builds
AI-enabled CAD flows and automation infrastructure for semiconductor design
Domain
Semiconductor / VLSI Design Automation / AI
Deliverable
production ML models
Required skills
VLSI CAD tool development, AI/ML integration, Python, VLSI physical design, EDA tools (Synopsys, Cadence), data preprocessing, feature engineering, model deployment, automation scripting
Preferred skills
Production deployment of AI/ML models in VLSI CAD, open-source contributions, deep understanding of timing closure/power optimization/yield enhancement, cloud-based distributed compute
Technologies
TensorFlow, PyTorch, scikit-learn, Python, Perl, Tcl, Make
Responsibilities
Develop and integrate AI/ML-based CAD solutions; Research, prototype, and deploy AI algorithms; Maintain automation infrastructure; Review emerging AI technologies; Provide technical support and training
Seniority
Senior, hands-on IC
