Senior Software Engineer developing AI - based automation systems, managing architecture and production integrations for client projects. Collaborating with teams to create scalable, efficient solutions.
About the role
- Software Engineer for Cadence's Virtuoso platform, focusing on advanced routing solutions using machine learning. Collaborating with a team on complex design innovations in electronics.
Responsibilities
- Join Virtuoso place and route infrastructure team and improve our place route foundation.
- Use advanced math, computer science, graph theory and machine learning to solve the routing problem.
Requirements
- Educational Background BS/MS/Phd in Computer Science, Applied Mathematics, Data Science, or a related field.
- 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.
- Domain knowledge in analog circuits design and layout, and VLSI design flow is preferred
Benefits
- paid vacation and paid holidays
- 401(k) plan with employer match
- employee stock purchase plan
- a variety of medical, dental and vision plan options
- more
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