Job Summary:
Cadence is a technology company focused on developing leaders and innovators. They are seeking a passionate Senior Software Engineer to join their Virtuoso place and route infrastructure team to enhance the routing foundation using advanced math, computer science, graph theory, and machine learning.
Responsibilities:
• Ability to work in a fast-paced research and development environment.
• Strong analytical thinking and debugging skills.
• Experience with rapid prototyping in open-source AI/ML projects.
Qualifications:
Required:
• BS/MS/Phd in Computer Science, Applied Mathematics, Data Science, or a related field.
• 10+ years of experience.
• Strong foundation in machine learning, deep learning, and natural language processing (NLP) and LLM.
• Proficiency in Python and experience with frameworks like PyTorch, TensorFlow, SciKit, etc.
• Basic understanding of Retrieval-Augmented Generation (RAG) and vector databases.
• Comfortable working with LLM APIs and integrating them into applications.
• A solid understanding of machine learning concepts (e.g., supervised/unsupervised learning, NLP, computer vision) and algorithms is crucial.
• Proficiency in Python is essential. C++ also valuable.
• Ability to work in a fast-paced research and development environment.
• Strong analytical thinking and debugging skills.
• Experience with rapid prototyping in open-source AI/ML projects.
Preferred:
• Domain knowledge in analog circuits design and layout, and VLSI design flow is preferred
Company:
Cadence is a market leader in AI and digital twins, pioneering the application of computational software to accelerate innovation in the engineering design of silicon to systems. Founded in 1988, the company is headquartered in San Jose, USA, with a team of 10001+ employees. The company is currently Late Stage.