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 VLSI CAD and AI Automation Engineer
Builds
AI-enabled EDA workflows and automation infrastructure for semiconductor design
Domain
Semiconductor / VLSI Design Automation / AI
Deliverable
production ML models
Required skills
VLSI physical design, Python, AI/ML frameworks (TensorFlow, PyTorch, scikit-learn), EDA tools (Synopsys, Cadence), data preprocessing, feature engineering, model deployment, automation scripting (Perl, Tcl, Make)
Preferred skills
Production deployment of AI/ML models in VLSI CAD, open-source AI/EDA contributions, cloud-based/distributed compute environments
Technologies
TensorFlow, PyTorch, scikit-learn, Synopsys, Cadence, Python, Perl, Tcl, Make
Responsibilities
Develop and integrate AI/ML-based CAD solutions; prototype and deploy AI algorithms; maintain automation infrastructure; review emerging AI technologies; provide technical support and training on AI-enabled flows
Seniority
Senior, hands-on IC
