Software Engineer II

Job description

At Cadence, we hire and develop leaders and innovators who want to make an impact on the world of technology. The Cadence Virtuoso platform powers all of the latest design innovations in consumer, mobile and enterprise electronics worldwide. We are looking for a passionate software developer to join Virtuoso place and route infrastructure team and improve our place route foundation. We use advanced math, computer science, graph theory and machine learning to solve the routing problem. Basic 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. Technical Skills: - 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. - Do...