TL;DR
Ai Engineer (AI): Developing and improving place and route infrastructure using advanced math, graph theory, and machine learning with an accent on machine learning, deep learning, NLP, and LLM integration. Focus on solving complex routing problems, rapid prototyping, and applying AI/ML in VLSI design flow.
Location: San Jose or Pittsburgh, United States
Salary: $101,500–$188,500 per year
Company
Cadence develops technology solutions powering innovations in consumer, mobile, and enterprise electronics worldwide.
What you will do
- Develop and improve place and route infrastructure for Virtuoso platform.
- Apply advanced math, graph theory, and machine learning to solve routing problems.
- Integrate LLM APIs and work with vector databases and RAG techniques.
- Collaborate in a fast-paced research and development environment.
- Prototype rapidly in open-source AI/ML projects.
Requirements
- Must be located in San Jose or Pittsburgh, United States.
- BS/MS/PhD in Computer Science, Applied Mathematics, Data Science, or related field.
- Strong foundation in machine learning, deep learning, NLP, and LLM.
- Proficiency in Python and experience with PyTorch, TensorFlow, SciKit.
- Understanding of RAG and vector databases; experience with LLM APIs.
- Preferred knowledge of analog circuits design, layout, and VLSI design flow.
Culture & Benefits
- Competitive salary with bonus, equity, and benefits.
- Paid vacation and holidays.
- 401(k) plan with employer match.
- Employee stock purchase plan.
- Medical, dental, and vision plan options.
