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Senior Software Engineer, Fleet-level ML Performance - Google Careers
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Senior Software Engineer, Fleet-level ML Performance
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corporate_fareGoogleplaceSunnyvale, CA, USA
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Experience driving progress, solving problems, and mentoring more junior team members; deeper expertise and applied knowledge within relevant area.
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Minimum qualifications:
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About the job
Google Cloud's mission is to make every business successful through AI by combining cutting-edge technology, infrastructure, and talent. AI/ML software engineers in Cloud bridge the gap between pioneering models and a massive product vehicle reaching billions. Our talent density and AI-powered tools drive rapid development, rooted in a culture of empowerment and a bias to action. In this role, you aren't just building technology; you're shaping the frontier of enterprise and driving the evolution of advanced models.
The TPU Chip Architecture and Performance team bridges Google"s machine learning workloads and custom silicon architectures. Through hardware/software co-design, we define and shape the future TPU platforms required to meet Google"s ambitious AI goals. In this role, you will conduct end-to-end performance analysis of critical ML workloads including Gemini, YouTube, Ads, and key 3P models on next-generation TPU systems. Using advanced simulation and projection methodologies, you will evaluate hardware features and software optimizations to balance performance and cost trade-offs. You will drive high-impact architecture decisions that maximize TPU efficiency while accounting for system-wide constraints such as power, reliability (RAS), and scheduling.
The AI and Infrastructure team is redefining what's possible. We empower Google customers with breakthrough capabilities and insights by delivering AI and Infrastructure at unparalleled scale, efficiency, reliability and velocity. Our customers include Googlers, Google Cloud customers, and billions of Google users worldwide.
We"re the driving force behind Google"s groundbreaking innovations, empowering the development of our cutting-edge AI models, delivering unparalleled computing power to global services, and providing the essential platforms that enable developers to build the future. From software to hardware our teams are shaping the future of world-leading hyperscale computing, with key teams working on the development of our TPUs, Vertex AI for Google Cloud, Google Global Networking, Data Center operations, systems research, and much more.Individual pay is determined by factors including job-related skills, experience, and relevant education or training.
US: $174000 - $252000 (USD) + 15% bonus target + equity + benefits
Learn more about benefits at Google.
Responsibilities
Perform fleet-level performance analysis of key ML workloads (e.g., Gemini) on future TPU systems using advanced simulation tools to evaluate hardware/software trade-offs and guide next-generation chip architecture.
Partner with teams across the ML stack including model researchers, compiler developers, systems engineers, and TPU architects to analyze and optimize performance across the design space.
Design and implement a unified ML Accelerator Platform Performance Estimation Methodology using C++ and Python to enable scalable performance and TCO projections across Google.
Collaborate cross-functionally with data center, hardware architecture, and framework teams to define key hardware and software requirements for future AI infrastructure.
Information collected and processed as part of your Google Careers profile, and any job applications you choose to submit is subject to Google"s Applicant and Candidate Privacy Policy.
Google is proud to be an equal opportunity and affirmative action employer. We are committed to building a workforce that is representative of the users we serve, creating a culture of belonging, and providing an equal employment opportunity regardless of race, creed, color, religion, gender, sexual orientation, gender identity/expression, national origin, disability, age, genetic information, veteran status, marital status, pregnancy or related condition (including breastfeeding), expecting or parents-to-be, criminal histories consistent with legal requirements, or any other basis protected by law. See also Google"s EEO Policy, Know your rights: workplace discrimination is illegal, Belonging at Google, and How we hire.
If you have a need that requires accommodation, please let us know by completing our Accommodations for Applicants form.
Google is a global company and, in order to facilitate efficient collaboration and communication globally, English proficiency is a requirement for all roles unless stated otherwise in the job posting.
To all recruitment agencies: Google does not accept agency resumes. Please do not forward resumes to our jobs alias, Google employees, or any other organization location. Google is not responsible for any fees related to unsolicited resumes.
Equity is granted exclusively and discretionarily by Alphabet Inc. on the basis of an agreement concluded between you and Alphabet Inc. Alphabet Inc. is your sole contractual partner with respect to equity grants. GSU grants are not guaranteed, are discretionary, are subject to approval by the Alphabet Inc. board of directors or its delegate, the terms of the relevant Alphabet Inc. stock plan, and your grant agreement. They have no impact on statutory payments. Current or past grants do not confer an acquired right.
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