BS/MS/PhD in Computer Science, Applied Mathematics, Data Science, or a related field.
10+ years of experience in software development.
Strong foundation in machine learning, deep learning, and NLP.
Proficiency in Python and experience with ML frameworks like PyTorch or TensorFlow.
Basic understanding of Retrieval-Augmented Generation (RAG) and vector databases.
Responsibilities
Develop and enhance the place and route infrastructure for the Cadence Virtuoso platform.
Apply advanced math, computer science principles, and graph theory to solve routing challenges.
Integrate LLM APIs into applications to improve functionality.
Collaborate with cross-functional teams in a fast-paced R&D setting.
Rapidly prototype and iterate on solutions based on feedback.
Benefits
Paid vacation and paid holidays.
401(k) plan with employer match.
Employee stock purchase plan.
Variety of medical, dental, and vision plan options.
Full Job Description
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 & Experience
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.
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.
Domain knowledge in analog circuits design and layout, and VLSI design flow is preferred
Problem-Solving & Collaboration
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.
The annual salary range for California is $154,000 to $286,000. You may also be eligible to receive incentive compensation: bonus, equity, and benefits. Sales positions generally offer a competitive On Target Earnings (OTE) incentive compensation structure. Please note that the salary range is a guideline and compensation may vary based on factors such as qualifications, skill level, competencies and work location. Our benefits programs include: paid vacation and paid holidays, 401(k) plan with employer match, employee stock purchase plan, a variety of medical, dental and vision plan options, and more.
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.
