AI-Driven Physical Design Architect for ML Flows

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 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.