> Markdown version of [/jobs/ext/1861479-senior-software-engineer-fleet-level-ml-performance](https://www.wearedevelopers.com/jobs/ext/1861479-senior-software-engineer-fleet-level-ml-performance). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Senior Software Engineer, Fleet-level ML Performance - **Company:** Google LLC - **Location:** Sunnyvale, CA, United States - **Experience:** Expert - **Salary:** $174,000.0 - $252,000.0 - **Contract:** Permanent contract - **Skills:** Systems Engineering, C++ (Programming Language), Cloud Computing, Encodings, Computer Engineering, Data Centers, Python (Programming Language), Software Requirements Analysis, Systems Architecture, AI Infrastructure, Deep Learning, Information Technology - **Published:** July 31, 2026 - **Apply:** https://dejobs.org/x/x/F4073D352EAE47E78F29D44319B3B513/job/ ## About the Role Experience driving progress, solving problems, and mentoring more junior team members; deeper expertise and applied knowledge within relevant area., * Bachelor's degree in Computer Science, Electrical Engineering, Computer Engineering, or a related field. * 5 years of experience in systems architecture or computer architecture, power and performance trade-off analysis, or data center, cloud, infrastructure hardware optimization . * Experience with Reliability, Availability, and Serviceability (RAS) features, paradigms, or architecture. Preferred qualifications: * Master's degree or PhD in Electrical Engineering, Computer Engineering or Computer Science, with an emphasis on computer architecture. * Knowledge of deep learning workloads, including embedding architectures and their hardware execution characteristics. ## Description * 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. ## Related Videos - [Getting Started with Machine Learning](https://www.wearedevelopers.com/videos/260-getting-started-with-machine-learning) - [Shipping Faster with Less: Render on Cloud Hosting, AI Workloads, and the Future of DevOps](https://www.wearedevelopers.com/videos/1894-shipping-faster-with-less-render-on-cloud-hosting-ai-workloads-and-the-future-of-devops) - [The Sustainability Race: AI's Promises, Pitfalls and Potential](https://www.wearedevelopers.com/videos/100155-the-sustainability-race-ai-s-promises-pitfalls-and-potential) - [A Brief History of Data Storage](https://www.wearedevelopers.com/videos/974-a-brief-history-of-data-storage) - [30 Golden Rules of Deep Learning Performance](https://www.wearedevelopers.com/videos/11-30-golden-rules-of-deep-learning-performance) - [Building the Nervous System of AI - Michael Kagan (NVIDIA)](https://www.wearedevelopers.com/videos/2133-building-the-nervous-system-of-ai-michael-kagan-nvidia) ## Related Articles - [Got AI ideas but no money? Here are 10 free ways to level up your AI skills with Google Cloud](https://www.wearedevelopers.com/magazine/600-got-ai-ideas-but-no-money-here-are-10-free-ways-to-level-up-your-ai-skills-with-google-cloud) - [How to Become an AI Engineer](https://www.wearedevelopers.com/magazine/331-how-to-become-an-ai-engineer) - [Highest Paying Tech Companies for Developers](https://www.wearedevelopers.com/magazine/220-highest-paying-tech-companies-for-developers) - [What Are Large Language Models?](https://www.wearedevelopers.com/magazine/304-what-are-large-language-models) - [Data Engineer Salary UK](https://www.wearedevelopers.com/magazine/253-data-engineer-salary-uk) - [Software Engineer Salary London](https://www.wearedevelopers.com/magazine/252-software-engineer-salary-london)