Silicon SoC Low Power Engineer

8 Hours ago • 8 Years + • Research & Development

Job Summary

Job Description

This role involves shaping the future of AI/ML hardware acceleration by developing cutting-edge TPU technology. You'll be part of a team creating custom silicon solutions for Google's TPUs, contributing to products used by millions. Responsibilities include defining power management schemes, creating power specifications (UPF), estimating and tracking power throughout project phases, running power optimization tools, and collaborating with cross-functional teams. The work focuses on ASIC development for machine learning computation in data centers, requiring problem-solving with micro-architecture and evaluating design options considering performance, power, and area. You will work on ASIC design verification, synthesis, and timing analysis, with a specific focus on TPU architecture and its integration within AI/ML systems.
Must have:
  • 8+ years ASIC development experience with power optimization
  • Experience with low power schemes, power roll-up, and estimations
  • ASIC design verification, synthesis, timing analysis expertise
  • Power management scheme definition and low power mode creation
  • Power specification and UPF definition for SoC and subsystems
Good to have:
  • Experience with Python or Perl
  • SoC design and integration flow experience
  • Power optimization and modeling tools expertise
  • Knowledge of high-performance and low-power design techniques

Job Details

Minimum qualifications:

  • Bachelor's degree in Electrical Engineering, Computer Engineering, Computer Science, a related field, or equivalent practical experience.
  • 8 years of experience in Application-specific integrated circuit (ASIC) development, with Power optimization.
  • Experience with Low Power schemes, power roll up and power estimations.
  • Experience in ASIC design verification, synthesis, timing analysis.

Preferred qualifications:

  • Experience with coding languages (e.g., Python or Perl).
  • Experience in System on a Chip (SoC) designs and integration flows.
  • Experience with power optimization and Power modeling tools.
  • Knowledge of high performance and low power design techniques.

About the job

In this role, you’ll work to shape the future of AI/ML hardware acceleration. You will have an opportunity to drive cutting-edge TPU (Tensor Processing Unit) technology that powers Google's most demanding AI/ML applications. You’ll be part of a team that pushes boundaries, developing custom silicon solutions that power the future of Google's TPU. You'll contribute to the innovation behind products loved by millions worldwide, and leverage your design and verification expertise to verify complex digital designs, with a specific focus on TPU architecture and its integration within AI/ML-driven systems.

In this role, you will be part of a team developing Application-specific integrated circuits (ASICs) used to accelerate machine learning computation in data centers. You will collaborate with members of architecture, verification, power and performance, physical design etc. to specify and deliver quality designs for next generation data center accelerators. You will solve problems with micro-architecture and practical reasoning solutions, and evaluate design options with performance, power and area in mind.The ML, Systems, & Cloud AI (MSCA) organization at Google designs, implements, and manages the hardware, software, machine learning, and systems infrastructure for all Google services (Search, YouTube, etc.) and Google Cloud. Our end users are Googlers, Cloud customers and the billions of people who use Google services around the world.

We prioritize security, efficiency, and reliability across everything we do - from developing our latest TPUs to running a global network, while driving towards shaping the future of hyperscale computing. Our global impact spans software and hardware, including Google Cloud’s Vertex AI, the leading AI platform for bringing Gemini models to enterprise customers.

Responsibilities

  • Participate in defining Power management schemes and Low Power modes.
  • Create power specifications and Unified Power Format (UPF) definition for System on a Chip (SoC) and Subsystems.
  • Estimate and track through all phases of the project.
  • Run Power optimization tools, suggest ways to improve power and drive convergence.
  • Work with cross-functional teams for handoff of power intent and power projections.

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