ML and AI Physical Design Methodology Engineer

NVIDIA; Santa Clara (CA); On-site; USD 136,000 - 265,000; Full time

Job summary

NVIDIA in Santa Clara, CA is seeking an ML/AI Physical Design Methodology Engineer to join our Networking Silicon team. You will architect and deploy AI/ML-driven solutions into production physical design flows to push PPA performance.

The position requires an MS in Electrical/Computer Engineering or CS and 5+ years in ML/AI, with strong Python and Tcl skills and automation experience. Base salary ranges are 136k–218500 for Level 3 or 168000–264500 for Level 4, with equity and benefits.

Qualifications

• MS in Electrical Engineering, Computer Engineering, CS, or equivalent experience.
• 5+ years in ML/AI-based solution development.
• Experience forming and automating workflows.
• Strong Python and Tcl programming skills; familiarity with ML frameworks.
• Proven implementation of ML-based solutions.
• Exposure to Physical Design workflows.

Responsibilities

• Architect, integrate, and deploy AI/ML-driven solutions into production physical design flows.
• Develop unique and creative solutions to state-of-the-art physical design problems to improve PPA.
• Formulate and develop ML-based solutions and workflows.
• Develop flow and tool methodologies for P&R, timing analysis and closure, convergence in IR/Signal-EM, power and noise analysis and back-end verification across projects with floorplan, power and clock distribution.
• Data-based analysis and algorithmic solutions for PPA check and improvement.

Skills

ML/AI solutions

Python

Tcl

ML frameworks

Automation

PD workflows

Education

MS in Electrical Engineering, Computer Engineering, or Computer Science

Job description

NVIDIA has been transforming computer graphics, PC gaming, and accelerated computing for more than 25 years. It’s a unique legacy of innovation that’s fueled by great technology—and amazing people. Today, we’re tapping into the unlimited potential of AI to define the next era of computing. An era in which our GPU acts as the brains of computers, robots, and self-driving cars that can understand the world. Doing what’s never been done before takes vision, innovation, and the world’s best talent. As an NVIDIAN, you’ll be immersed in a diverse, supportive environment where everyone is inspired to do their best work. Come join the team and see how you can make a lasting impact on the world.

NVIDIA is looking for best-in-class ML/AI Physical Design Methodology Engineer to join our outstanding Networking Silicon engineering team, developing the industry's best high speed communication devices, delivering the highest throughput and lowest latency! Come and take part in crafting our groundbreaking and innovative chips, enjoy working in a meaningful, growing and professional environment where you make a significant impact in a technology-focused company.

What you'll be doing:

• Architect, integrate, and deploy AI/ML-driven solutions into production physical design flows
• Key responsibility includes developing unique and creative solutions to the state-of-the-art physical design problems to improve PPA
• Knowledge and experience to formulate and develop with ML-based solutions
• Participate in developing flow and tool methodologies for P&R, timing analysis and closure, convergence in IR/Signal-EM, power and noise analysis and back-end verification across multiple projects along with chip floorplan, power and clock distribution, chip assembly.
• Data based analysis and algorithmic solutions for PPA check and improvement.

What we need to see:

• MS in Electrical, Computer Engineering, computer science (or equivalent experience)
• 5+ years’ experience in ML/AI based solution development
• Experience and ability to form and automate workflow
• Strong Python and Tcl programming skills with familiarity in ML frameworks
• Proven implementation of ML-based solutions
• Exposure of Physical Design workflows

NVIDIA is widely considered to be the leader of AI computing, and one of the technology world’s most desirable employers. We have some of the most forward-thinking and hardworking people in the world working for us. If you're creative and autonomous, we want to hear from you.

Widely considered to be one of the technology world’s most desirable employers, NVIDIA offers highly competitive salaries and a comprehensive benefits package. As you plan your future, see what we can offer to you and your family www.nvidiabenefits.com/

Your base salary will be determined based on your location, experience, and the pay of employees in similar positions. The base salary range is 136,000 USD - 218,500 USD for Level 3, and 168,000 USD - 264,500 USD for Level 4.

You will also be eligible for equity and benefits.

Applications for this job will be accepted at least until October 17, 2026.

This posting is for an existing vacancy.

NVIDIA uses AI tools in its recruiting processes.

NVIDIA is committed to fostering an inclusive work environment and proud to be an equal opportunity employer. As 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.