CAD Engineer
Core
Develop and maintain next-generation automated design flows and add-on tools for AMS/Optics, integrating them into the overall CAD platform.
Role type
Senior IC CAD Engineer (ML/AI for EDA)
Builds
Automated design flows and tooling for semiconductor design
Domain
Semiconductor / EDA / AI for Engineering
Deliverable
production ML models
Required skills
Python, C/C++, SKILL, Linear Algebra, Calculus, Probability/Statistics, ML frameworks (PyTorch, TensorFlow/Keras, Scikit-learn), Linux, Git, CAD tools, circuit simulation, IC layout
Preferred skills
Experience with EDA vendors, advanced ML algorithms
Technologies
PyTorch, TensorFlow, Keras, Scikit-learn, Python, C/C++, SKILL, Linux, Git
Responsibilities
Develop and maintain leading-edge AMS/Optics flows, contribute to deployment and support of flows, ensure optimal integration inside the CAD platform, interface with EDA vendors for optimal tool usage
Seniority
Mid-Senior, hands-on IC