Silicon AI/ML Architect, TPU, Google Cloud

3 Months ago • 10-18 Years • Research & Development

Job Summary

Job Description

As a Silicon AI/ML Architect, you will drive the Architecture of an AI/ML SoC and will support the engineering teams during the implementation and validation phases, pre-silicon, and post-silicon. You will work closely with internal system teams and external partners to develop a comprehensive understanding of the required SoC functions given its surrounding hardware, software, and the economic environments. You will also collaborate with the Engineering teams to drive the optimal balance between performance, features, power, schedule, and cost. You will be responsible for developing SoC architecture and Architecture specifications that meet current and future computing requirements for AI/ML roadmap, evaluating different silicon solutions for executing Google’s data center AI accelerator roadmap: off-the-shelf components, vendor co-developments, custom designs, and chiplets. You will also collaborate closely with Systems and Software teams to create high performance hardware/software interfaces. You will work with design, verification, emulation, physical design, packaging, and silicon validation stakeholders to ensure that designs are complete, correct, and performant. You will evaluate power, performance, area tradeoffs and drive improvements across generations.
Must have:
  • Bachelor's degree in Electrical Engineering, Computer Engineering, Computer Science, or related field
  • 10 years of experience in architecture of machine learning or graphics SoCs
  • 8 years of experience with performance, power, area, cost tradeoff analysis for multi chiplet SoC architectures
  • Experience with ASIC design flows, from specification to production
Good to have:
  • Experience in SoC designs, RTL coding and integration flows
  • Experience working with software teams optimizing the hardware/software interface
  • Proficiency in estimating performance by analysis and modeling, and skilled in defining and driving performance test plans
  • Proficiency in a procedural programming language (e.g., C++, Python, Go)
  • Knowledge of arithmetic units, bus architectures, accelerators, or memory hierarchies
  • 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.
  • 10 years of experience in architecture of machine learning or graphics SoCs.
  • 8 years of experience with performance, power, area, cost tradeoff analysis for multi chiplet SoC architectures.
  • Experience with ASIC design flows, from specification to production.

Preferred qualifications:

  • Experience in SoC designs, RTL coding and integration flows.
  • Experience working with software teams optimizing the hardware/software interface.
  • Proficiency in estimating performance by analysis and modeling, and skilled in defining and driving performance test plans.
  • Proficiency in a procedural programming language (e.g., C++, Python, Go).
  • Knowledge of arithmetic units, bus architectures, accelerators, or memory hierarchies.
  • Knowledge of high performance and low power design techniques.

About the job

Be part of a diverse team that pushes boundaries, developing custom silicon solutions that power the future of Google's direct-to-consumer products. You'll contribute to the innovation behind products loved by millions worldwide. Your expertise will shape the next generation of hardware experiences, delivering unparalleled performance, efficiency, and integration.

As a Silicon AI/ML Architect, you will drive the Architecture of an AI/ML SoC and will support the engineering teams during the implementation and validation phases, pre-silicon, and post-silicon. You will work closely with internal system teams and external partners to develop a comprehensive understanding of the required SoC functions given its surrounding hardware, software, and the economic environments. You will also collaborate with the Engineering teams to drive the optimal balance between performance, features, power, schedule, and cost.

Behind everything our users see online is the architecture built by the Technical Infrastructure team to keep it running. From developing and maintaining our data centers to building the next generation of Google platforms, we make Google's product portfolio possible. We're proud to be our engineers' engineers and love voiding warranties by taking things apart so we can rebuild them. We keep our networks up and running, ensuring our users have the best and fastest experience possible.

Responsibilities

  • Develop SoC architecture and Architecture specifications that meet current and future computing requirements for AI/ML roadmap.
  • Evaluate different silicon solutions for executing Google’s data center AI accelerator roadmap: off-the-shelf components, vendor co-developments, custom designs, and chiplets.
  • Collaborate closely with Systems and Software teams to create high performance hardware/software interfaces.
  • Collaborate closely with design, verification, emulation, physical design, packaging, and silicon validation stakeholders to ensure that designs are complete, correct, and performant.
  • Evaluate power, performance, area tradeoffs and drive improvements across generations.

Similar Jobs

Nielsen Holdings - Software Engineer (R&D)

Nielsen Holdings

Gurugram, Haryana, India (Hybrid)
4 Months ago
Aesir Interactive - Unreal Engine Programmer Games (Regular/ Senior) (f/m/d)

Aesir Interactive

Munich, Bavaria, Germany (Hybrid)
6 Months ago
N-iX - Senior C++ Engineer (#1940)

N-iX

(Remote)
3 Months ago
ION - Technical Support Analyst, Toronto - 4363

ION

Toronto, Ontario, Canada (On-Site)
4 Months ago
Matic Robots - Research Engineer

Matic Robots

Canada (On-Site)
4 Months ago
Google - Software Engineer, P4, Network Interface Card

Google

(On-Site)
2 Months ago
Fluence - Lead Engineer - Advanced Battery Modules

Fluence

Houston, Texas, United States (Hybrid)
4 Months ago
Power Integrations - Staff Automotive Reliability Engineer

Power Integrations

Penang, Malaysia (On-Site)
4 Months ago
Meta - Software Engineer, Machine Learning

Meta

Seattle, Washington, United States (On-Site)
3 Months ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

Media Molecule - Senior Technical Artist (Game Tech) - 12 month contract

Media Molecule

London, England, United Kingdom (On-Site)
3 Months ago
31st Union - Senior Core Engineer

31st Union

Valencia, Valencian Community, Spain (On-Site)
7 Months ago
Sabre India - Data Scientist

Sabre India

Bengaluru, Karnataka, India (On-Site)
3 Months ago
DNEG - Facial Rigger

DNEG

Vancouver, British Columbia, Canada (On-Site)
8 Months ago
MADFINGER Games - Lead AI Programmer

MADFINGER Games

Brno, South Moravian Region, Czechia (On-Site)
3 Months ago
Sony Interactive Entertainment - PC向けPlayStation NetworkのSDK開発エンジニア

Sony Interactive Entertainment

Tokyo, Japan (On-Site)
3 Months ago
Google - Data Analytics Customer Engineer, Google Cloud

Google

(On-Site)
3 Months ago
Activision - Senior Technical QA Analyst

Activision

Warsaw, Masovian Voivodeship, Poland (On-Site)
2 Months ago
Luxoft - Android Kotlin Developer

Luxoft

(Remote)
3 Months ago
Salesforce - Salesforce AI Research Intern - Summer 2025

Salesforce

Palo Alto, California, United States (On-Site)
4 Months ago

Get notifed when new similar jobs are uploaded

Jobs in Bengaluru, Karnataka, India

PwC - IN-Senior Associate_Snowflake Developer_Data & Analytics_Advisory_PAN India

PwC

Bengaluru, Karnataka, India (On-Site)
4 Months ago
Ness Digital - API Automation Engineer

Ness Digital

Bengaluru, Karnataka, India (On-Site)
2 Months ago
Luxoft - iOS Engineer

Luxoft

Gurugram, Haryana, India (On-Site)
2 Months ago
Providence India - Lead Software Engineer

Providence India

Hyderabad, Telangana, India (Hybrid)
5 Months ago
PwC - IN-Senior Associate_SAP FICO_Enterprise Apps SAP_Advisory_PAN India

PwC

Chennai, Tamil Nadu, India (On-Site)
3 Months ago
The Versatile Club - Mid-Senior Product Designer

The Versatile Club

Bengaluru, Karnataka, India (On-Site)
4 Months ago
Nagarro - Principal Engineer, Scrum Master

Nagarro

India (On-Site)
4 Months ago
Avathon - Senior QA Engineer

Avathon

Bengaluru, Karnataka, India (On-Site)
4 Months ago
Cyncly - QA Test Analyst (C# Desktop)

Cyncly

Pune, Maharashtra, India (Hybrid)
3 Months ago
Zuora - Econometric Data Scientist

Zuora

Bengaluru, Karnataka, India (Hybrid)
3 Months ago

Get notifed when new similar jobs are uploaded

Research & Development Jobs

Samsung Semiconductor - Senior Manager, ASIC Engineering - DFT

Samsung Semiconductor

San Jose, California, United States (On-Site)
3 Months ago
Fluence - Senior Director Engineering and Data Science - Mosaic

Fluence

Houston, Texas, United States (Hybrid)
4 Months ago
Rivos - Physical Design - Intern

Rivos

(On-Site)
4 Months ago
Riot Games - Staff Software Engineer, Full-Stack - 2XKO

Riot Games

Dublin, County Dublin, Ireland (On-Site)
3 Months ago
UST - Associate II - VLSI-Memory Layout

UST

Bengaluru, Karnataka, India (On-Site)
4 Months ago
Google - Software Engineer, Android App, Pixel Camera

Google

(On-Site)
3 Months ago
Maersk Careers - Lead Machine Learning Engineer

Maersk Careers

Bengaluru, Karnataka, India (On-Site)
4 Months ago
ByteDance - Research Scientist, Foundation Model, Speech Understanding

ByteDance

Seattle, Washington, United States (On-Site)
3 Months ago

Get notifed when new similar jobs are uploaded

About The Company

A problem isn't truly solved until it's solved for all. Googlers build products that help create opportunities for everyone, whether down the street or across the globe. Bring your insight, imagination and a healthy disregard for the impossible. Bring everything that makes you unique. Together, we can build for everyone.

View All Jobs

Get notified when new jobs are added by Google

Level Up Your Career in Game Development!

Transform Your Passion into Profession with Our Comprehensive Courses for Aspiring Game Developers.

Job Common Plug