About the Role
Develop and deploy an AI agent that leverages machine learning models to solve complex problems in VLSI design. Enhance the efficiency, productivity, and quality of VLSI design flows by integrating machine learning-based solutions.
Responsibilities
- Create and integrate AI agents to enhance the efficiency, productivity, and quality of VLSI design flows.
- Collaborate on the design and implementation of algorithms and models that can optimize VLSI design processes.
- Contribute to the development of software tools and frameworks that support the integration of AI in VLSI design.
- Analyze and interpret data to identify patterns and insights that can inform the development of AI-driven design methodologies.
- Stay ahead of the latest advancements in machine learning, deep learning, and VLSI build to continuously improve solutions.
Requirements
- BS/MS/PhD in Computer Science, Electrical/Computer Engineering, or a related field (or equivalent experience).
- 6+ years of experience building AI-driven software systems, ideally applied to complex engineering workflows.
- Strong programming skills in Python, with experience developing production-quality systems.
- Demonstrated experience designing and applying AI agents or learning-based decision systems (e.g., RL, planning, LLM-based agents) to optimize processes.
- Proficiency with modern ML frameworks (PyTorch, TensorFlow) and data-driven model development.
- Strong problem-solving and collaboration skills, with the ability to translate complex design challenges into agent-driven solutions.
Skills
- Python
- Machine Learning
- Deep Learning
- PyTorch
- TensorFlow
- AI agents
- Learning-based decision systems
- RL
- Planning
- LLM-based agents
- Large Language Models (LLMs)
- Software development methodologies
- Version control
- Testing
- CI/CD
Experience Level
- 6+ years of experience
Education Level
- BS/MS/PhD in Computer Science, Electrical/Computer Engineering, or a related field (or equivalent experience)
Salary/Compensations
- 184,000 USD - 287,500 USD for Level 4
- 224,000 USD - 356,500 USD for Level 5
Benefits
- Equity
- Benefits package
About the Company
- NVIDIA has been transforming computer graphics, PC gaming, and accelerated computing for more than 25 years.
- We are tapping into the unlimited potential of AI to define the next era of computing.
- We offer a diverse, supportive environment where everyone is inspired to do their best work.
- We have some of the most forward-thinking and hardworking people in the world working for us.
- Due to unprecedented growth, our exclusive engineering teams are rapidly growing.
Equal Opportunity
- NVIDIA is committed to fostering an inclusive work environment and proud to be an equal opportunity employer.
- We highly value diversity in our current and future employees.
- We do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.
