Strong intellectual curiosity in AI and deep learning advancements.
Hands-on experience with deep learning frameworks like PyTorch or TensorFlow.
Familiarity with autoencoders, Transformers, Fourier neural operators, and diffusion models.
Preferred experience in semiconductor chip design or 3D-IC technologies.
Excellent programming skills in Python and C/C++.
Publications in leading AI or computational science journals are preferred.
Responsibilities
Develop AI models for electrothermal, electromagnetic, and structural simulations.
Monitor emerging AI technologies and research directions.
Lead research on generalization and interpretability of large models in complex physics scenarios.
Integrate advances in AI into products to enhance simulation accuracy and performance.
Benefits
Collaborative work environment with a focus on innovation.
Opportunities for professional development and research.
Access to cutting-edge technology and resources.
Engagement with a team of experts in AI and physics.
Full Job Description
We are seeking a Software Engineer to develop AI models for electrothermal, electromagnetic, and structural simulations. This role combines research in deep learning with practical product integration to improve simulation accuracy and performance in complex physics scenarios.
Key Responsibilities
Develop AI models for electrothermal, electromagnetic, and structural simulations.
Monitor emerging AI technologies and research directions. Lead research on the generalization and interpretability of large models in complex physics scenarios, and integrate advances into products to improve simulation accuracy and performance.
Qualifications
Strong intellectual curiosity in artificial intelligence and up-to-date knowledge of advances in deep learning, including large language models and generative models.
Hands-on experience with deep learning frameworks such as PyTorch or TensorFlow, and familiarity with autoencoders, Transformers, Fourier neural operators, and diffusion models.
Experience in semiconductor chip design or 3D-IC technologies is preferred.
Excellent programming skills in Python and C/C++.
Publications in leading AI, computational science, or engineering conferences and journals are preferred.
Education and Experience
MS or PhD in a related field and at least 3 years of relevant experience are required.
About Cadence Design Systems
Cadence Design Systems, Inc. is an American multinational electronic design automation software and engineering services company, founded in 1988 by the merger of SDA Systems and ECAD, Inc. The company produces software, hardware and silicon structures for designing integrated circuits, systems on chips (SoCs) and printed circuit boards.
