Software Engineer, Edge TPU Developer Tools

1 Month ago • 5-8 Years • Research & Development • Undisclosed

Job Summary

Job Description

As a Software Engineer, you'll develop tooling for the Tensor TPU's SoC SDK, accelerating complex ML models on custom hardware. You'll build tools to efficiently map ML models (especially for always-on computing) to the hardware ISA, design ways to gather performance metrics, and create tools correlating performance data at the ML graph or hardware level. Building performance analysis tools for simulators and new hardware is also key. You'll teach users how to use these tools through codelabs, documentation, and tutorials. This role sits at the intersection of ML accelerators, optimization, embedded systems, and productionizing ML models on consumer hardware. Responsibilities include managing project priorities, deadlines, and deliverables.
Must have:
  • 5+ years software development experience
  • 3+ years building developer tools
  • 3+ years software product development
  • Experience with data structures/algorithms
  • Build efficient ML model mapping tools
  • Design and implement performance analysis tools
Good to have:
  • Master's/PhD in CS with compiler or ML performance focus
  • Experience with domain-specific compilers for ML
  • C++ programming experience
  • Developer tools for APU, NPU, GPU, DSP
  • Power and performance optimization experience
  • Low-level developer tooling (profiling, instrumentation)

Job Details


Minimum qualifications:

  • Bachelor’s degree or equivalent practical experience.
  • 5 years of experience with software development in one or more programming languages, and with data structures/algorithms.
  • 3 years of experience building developer tools (e.g., compilers, automated releases, code design and testing, test automation frameworks).
  • 3 years of experience in developing software products, and 1 year of experience with software design and architecture.

Preferred qualifications:

  • Master's degree or PhD in Computer Science or related technical field with an emphasis on compiler or ML performance.
  • Experience with domain-specific compilers for machine learning and experience with using C++ as programming language.
  • Experience in building developer tools for computing accelerators such as APU, NPU, GPU and DSP.
  • Experience in power and performance optimizations.
  • Experience with low-level and low intrusiveness developer tooling concepts such as profiling, instrumentation, API tracing, hardware tracing.
  • Understanding of hardware, especially hardware that provides a degree of parallelism.

About the job

Google's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search. We're looking for engineers who bring fresh ideas from all areas, including information retrieval, distributed computing, large-scale system design, networking and data storage, security, artificial intelligence, natural language processing, UI design and mobile; the list goes on and is growing every day. As a software engineer, you will work on a specific project critical to Google’s needs with opportunities to switch teams and projects as you and our fast-paced business grow and evolve. We need our engineers to be versatile, display leadership qualities and be enthusiastic to take on new problems across the full-stack as we continue to push technology forward.

As a Software Engineer you will work on developing toolings as part of SoC Software Development Kit (SDK) for the Tensor TPU to accelerate complex machine learning models running on custom hardware accelerators. Along with your technical expertise, you will manage project priorities, deadlines and deliverables.

This opportunity sits at the intersection of Machine Learning (ML) accelerators, optimization and deployment of ML models, embedded systems, and will be on the critical path of customers looking to productionize their models on consumer hardware.

Google's mission is to organize the world's information and make it universally accessible and useful. Our team combines the best of Google AI, Software, and Hardware to create radically helpful experiences. We research, design, and develop new technologies and hardware to make computing faster, seamless, and more powerful. We aim to make people's lives better through technology.

Responsibilities

  • Build tools that compliments compiler to efficiently map ML models (with a particular focus on always-on computing use cases) to the hardware ISA.
  • Design and implement new ways to gather useful performance metrics from hardware or software stack.
  • Design and implement tools that can correlate performance data at a ML graph level or logical hardware level.
  • Build performance analysis tools for simulators or new hardware.
  • Show users how to use our tools to analyze, debug and improve latency, accuracy, and power through codelabs, documentation, and tutorials.

Similar Jobs

Google - Technical Solutions Developer, Infrastructure and Kubernetes, Google Cloud

Google

Waterloo, Ontario, Canada (On-Site)
1 Month ago
OpenGov - Software Engineer I

OpenGov

Pune, Maharashtra, India (On-Site)
3 Months ago
Kojima Productions - Game Programmer

Kojima Productions

Tokyo, Japan (On-Site)
2 Months ago
Playrix - Senior C++ Software Engineer (Gameplay)

Playrix

Armenia (Remote)
3 Months ago
Niantic - 2025 R&D Software Engineering Intern (Masters Degree or PhD)

Niantic

London, England, United Kingdom (Hybrid)
2 Months ago
Capgemini - L3 Developer-Parwana Shahdi

Capgemini

Bengaluru, Karnataka, India (On-Site)
5 Months ago
Google - Layout Design Engineer, Silicon

Google

Bengaluru, Karnataka, India (On-Site)
1 Month ago
Assystems - Associate Electrical Engineer - Low Voltage

Assystems

Bristol, England, United Kingdom (On-Site)
3 Months ago
Thales - SW Development -Flight Management System

Thales

Bengaluru, Karnataka, India (Hybrid)
4 Months ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

Kokku - Senior Software Engineer - Talent Pool

Kokku

Brazil (Remote)
3 Months ago
 Sagecor Solutions - Embedded Developer 1 (CFG - 025)

Sagecor Solutions

Fort Meade, Maryland, United States (On-Site)
2 Months ago
Regent Craft - Modeling and Simulation Engineer

Regent Craft

North Kingstown, Rhode Island, United States (On-Site)
3 Months ago
Luxoft - Senior Model Based Software Engineer

Luxoft

Mexico City, Mexico City, Mexico (Remote)
1 Month ago
Ubisoft - Technical Animator - (F/M/NB)

Ubisoft

Bordeaux, Nouvelle-Aquitaine, France (On-Site)
1 Month ago
Scorewarrior - Framework Client Senior C++ Developer

Scorewarrior

Limassol, Limassol, Cyprus (On-Site)
5 Months ago
DPS Games - Lead Backend Engineer (Unannounced project)

DPS Games

Guildford, England, United Kingdom (Hybrid)
4 Months ago
Google - Software Engineer, Commerce

Google

(On-Site)
1 Month ago
Playrix - Senior Unity Software Engineer (Gameplay)

Playrix

Ireland (Remote)
3 Months ago
Google - Senior Software Engineering Manager, Infrastructure, Google Cloud Security and Privacy

Google

Sunnyvale, California, United States (On-Site)
1 Month ago

Get notifed when new similar jobs are uploaded

Jobs in New Taipei, New Taipei City, Taiwan

Trek - Parts Sourcing – Electronics parts

Trek

Taichung City, Taiwan (On-Site)
2 Months ago
Google - Product Engineer, Machine Learning and GPU Accelerators

Google

Taipei City, Taiwan (On-Site)
1 Month ago
Trend Micro - Sr. AI Engineer

Trend Micro

Taipei City, Taiwan (On-Site)
4 Months ago
Logitech - Firmware Technical Manager

Logitech

Hsinchu, Hsinchu City, Taiwan (On-Site)
2 Months ago
Google - Embedded Software Engineer, Pixel Display Software

Google

New Taipei, New Taipei City, Taiwan (On-Site)
1 Month ago
Trend Micro - (Sr.) Software Engineer in Test

Trend Micro

Taipei City, Taiwan (On-Site)
3 Months ago
Rivos - Logic Equivalence Check (LEC) Engineer

Rivos

Hsinchu, Hsinchu City, Taiwan (Hybrid)
3 Months ago
Intel Corporation - Senior NAND Product Engineer

Intel Corporation

Hsinchu, Hsinchu City, Taiwan (On-Site)
1 Month ago
Logitech - Design Intern

Logitech

Hsinchu, Hsinchu City, Taiwan (Hybrid)
3 Months ago
Appier - Finance Specialist (Billing)

Appier

Taipei City, Taiwan (On-Site)
1 Month ago

Get notifed when new similar jobs are uploaded

Research & Development Jobs

Intel Corporation - SOC Design Engineer - RTL/Logic

Intel Corporation

Bengaluru, Karnataka, India (Hybrid)
1 Month ago
PierSight Space - Sr. FPGA Engineer

PierSight Space

Ahmedabad, Gujarat, India (On-Site)
5 Months ago
Microsoft - Mechanical Engineer Data Centre

Microsoft

Dublin, County Dublin, Ireland (On-Site)
1 Month ago
Anavation - Software Developer 4

Anavation

Quantico, Virginia, United States (On-Site)
3 Months ago
Netflix - Software Engineer (L4) - Consumer Engineering

Netflix

United States (Remote)
3 Months ago
Meta - ML Silicon Performance Architect

Meta

Austin, Texas, United States (On-Site)
2 Months ago
JMA - Senior Engineer - Firmware

JMA

Bologna, Emilia-Romagna, Italy (On-Site)
3 Months ago
Microsoft - Principal Applied Scientist Lead

Microsoft

Cairo, Cairo Governorate, Egypt (On-Site)
1 Month ago
Cirrus Logic - Summer Intern, Analog Design Engineer

Cirrus Logic

Austin, Texas, United States (On-Site)
3 Months ago
Google - Senior Software Engineer, XBorg, Google Cloud

Google

(On-Site)
1 Month 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.

Hyderabad, Telangana, India (On-Site)

New Taipei, New Taipei City, Taiwan (On-Site)

New York, New York, United States (On-Site)

Dublin, County Dublin, Ireland (On-Site)

Kuala Lumpur, Federal Territory Of Kuala Lumpur, Malaysia (On-Site)

Mountain View, California, United States (On-Site)

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