Senior Physical Design Methodology Engineer, PPA Fusion Compiler

Nvidia

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Work type
On-site
Location
Santa Clara, CAAustin, TXHillsboro, OR
Employment
Full-time
Posted
36 days ago
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Confirmed live today

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Similar $204k
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About Nvidia

Nvidia is a leading designer of graphics processing units (GPUs) and system-on-chip units, powering gaming, professional visualization, data centers, and artificial intelligence workloads. Industry: Semiconductors & AI Computing

Nvidia currently has 1392 open roles on FindRole.

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TL;DR · Senior Physical Design Methodology Engineer, PPA Fusion Compiler

As a Senior Physical Design Methodology Engineer, PPA Fusion Compiler, you will join the Networking Silicon engineering team to develop efficient physical design methodologies for graphics processors and SOCs. You will be responsible for creating unique solutions to state-of-the-art physical design problems to improve power, performance, and area. Your daily work involves developing flow and tool methodologies for place and route, timing analysis and closure, IR/Signal-EM convergence, power and noise analysis, and back-end verification. You will also perform data-based analysis and algorithmic solutions for PPA improvement. The role requires expertise in ML-based solution development, floor planning, clock and power distribution, and thermal management. You must be proficient with standard industry PnR tools and capable of extensive scripting to address design issues like yield, manufacturability, and physical convergence across multiple projects.

What you'll do

  • Develop efficient physical design methodologies for graphics processors and SOC implementations.
  • Create unique solutions to solve state-of-the-art physical design problems to improve PPA.
  • Formulate and develop machine learning-based solutions for physical design challenges.
  • Develop flow and tool methodologies for Place and Route (P&R) and timing analysis.
  • Manage convergence in IR, Signal-EM, power, and noise analysis across multiple projects.
  • Perform data-based analysis and algorithmic solutions for PPA checks and improvements.
  • Execute extensive scripting to check and improve Power, Performance, and Area metrics.

What we're looking for

  • MS in Electrical Engineering, Computer Engineering, Computer Science, or equivalent experience.
  • 10+ years of experience in Physical Design Engineering.
  • Experience and proven implementation of ML-based solutions for physical design.
  • Knowledge of chip design aspects including floor planning, clock/power distribution, place and route, integration, and verification.
  • Expertise in timing, EM, and IR convergence with optimal PPA.
  • Strong background in hierarchical design approach, top-down design, budgeting, and physical convergence.
  • Familiarity with process-related issues such as Design for Yield, Manufacturability, and thermal management.
  • Proficiency with standard industry PnR tools and extensive scripting capabilities to improve PPA.

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