N
Senior AI Engineer, VLSI CAD Automation
В офисеПолная занятостьAI EngineeringElectronics Manufacturing
Develop and integrate AI and machine learning solutions for VLSI design, verification, implementation, and CAD automation workflows.
Обязанности
- Develop and integrate AI-enabled CAD solutions and automation flows for VLSI design, verification, and implementation.
- Collaborate with design, verification, and CAD teams to identify and improve VLSI workflows.
- Research, prototype, and deploy AI-based algorithms.
- Build and maintain automation infrastructure supporting AI adoption in the VLSI design process.
- Evaluate emerging AI technologies and methodologies for CAD applications.
- Provide technical support and training on AI-enabled CAD workflows and best practices.
Требования
- Bachelor’s or master’s degree in electrical engineering, computer engineering, computer science, or equivalent experience.
- At least 5 years of VLSI CAD tool development experience, including AI/ML integration into EDA workflows.
- Proficiency in Python and an AI/ML framework such as TensorFlow, PyTorch, or scikit-learn.
- Hands-on experience with VLSI physical design and industry-standard EDA tools such as Synopsys or Cadence.
- Knowledge of data preprocessing, feature engineering, and model deployment for VLSI applications.
- Experience maintaining automation scripts using Python, Perl, Tcl, or Make.
- Strong analytical, communication, and cross-functional collaboration skills.
Будет плюсом
- Production deployment of AI/ML models in VLSI CAD environments.
- Open-source AI/EDA contributions or relevant publications.
- Expertise in timing closure, power optimization, or yield enhancement.
- Experience with cloud or distributed computing for large-scale AI training and inference.