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Google
Sunnyvale, California, United States
(on-site)
Posted
1 day ago
Google
Sunnyvale, California, United States
(on-site)
Job Type
Full-Time
Senior Software Engineer, TorchTPU
The insights provided are generated by AI and may contain inaccuracies. Please independently verify any critical information before relying on it.
Senior Software Engineer, TorchTPU
The insights provided are generated by AI and may contain inaccuracies. Please independently verify any critical information before relying on it.
Description
Minimum qualifications:- Bachelor's degree or equivalent practical experience.
- 5 years of experience with ML design and ML infrastructure (e.g., model deployment, model evaluation, data processing, debugging, fine tuning).
- 5 years of experience in software development.
- 5 years of experience testing, and launching software products, and 3 years of experience with software design and architecture.
Preferred qualifications:
- Master's degree or PhD in Engineering, Computer Science, or a related technical field.
- 8 years of experience with data structures and algorithms.
- 3 years of experience in a technical leadership role leading project teams and setting technical direction.
- 3 years of experience working in an organization involving cross-functional, or cross-business projects.
- Experience with compilers or ML frameworks.
About the jobThe Core ML team contributes to frameworks and compilers that support the Google Cloud Platform (GCP) Cloud Tensor Processing Unit (TPU) service and related Machine Learning (ML) models and frameworks. The team provides ML infrastructure customers with large-scale, cloud-based access to Google's first-party ML supercomputers to run training and inference workloads using PyTorch and JAX.
In this role, you will be responsible for the PyTorch ML framework, processes, ecosystem, and model performance, and engagements with customers who take advantage of Google's TPUs to achieve scale and speed in their ML workloads.
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.
The US base salary range for this full-time position is $174,000-$252,000 bonus equity benefits. Our salary ranges are determined by role, level, and location. Within the range, individual pay is determined by work location and additional factors, including job-related skills, experience, and relevant education or training. Your recruiter can share more about the specific salary range for your preferred location during the hiring process.
Please note that the compensation details listed in US role postings reflect the base salary only, and do not include bonus, equity, or benefits. Learn more about benefits at Google.
Responsibilities
- Work on Artificial Intelligence (AI) framework development to enable PyTorch models to run on Google Cloud's TPUs and GPUs and tune for performance.
- Provide support for ML frameworks and compilers on Cloud TPUs and Graphics Processing Units (GPUs), enabling the training and deployment of the most advanced machine learning models, managing innovation and breakthroughs.
- Enable PyTorch models for generative models, computer vision (e.g., image recognition, object detection, image generation), machine translation, language modeling, rankings and recommendations, speech recognition, etc.
- Collaborate with other Google teams and leading researchers across the industry to continuously bring ML capabilities to our PyTorch in Cloud offering.
- Design, develop, test, deploy, maintain, and improve software while contributing to open-source software development.
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Requisition #: 106207909217477318
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Job ID: 82998998
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