Software Engineer, JAX/TPU Tooling
Software Engineer, JAX/TPU Tooling
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Minimum qualifications:
- Bachelor’s degree or equivalent practical experience.
- 2 years of experience with software development in one or more programming languages, or 1 year of experience with an advanced degree.
- 2 years of experience building developer tools (e.g., compilers, automated releases, code design and testing, test automation frameworks).
- Experience in C++ or Python.
Preferred qualifications:
- Experience with Machine Learning (ML) developer infrastructure.
- Experience developing tools and infrastructure.
- Experience with SQL to develop impact tracking dashboards.
- Ability to collaborate across teams and organizational boundaries.
- Ability to solve the issues faced by machine learning developers.
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.
With your technical expertise you will manage project priorities, deadlines, and deliverables. You will design, develop, test, deploy, maintain, and enhance software solutions.
We are looking for a Software Engineer (SWE) to help us accelerate the growth of the JAX/XLA/TPU based external ecosystem and improving the usability of JAX for TPUs, enabling wider ecosystem of third-party libraries and tools.
JAX depends on XLA for its Machine Learning (ML) hardware acceleration needs. You will collaborate with the JAX third-party (3P) team whose focus is on the top of the stack (user-facing features in JAX itself) to ensure that user-facing features work end-to-end. You will work with TPU SWEs in the ML Compiler/Runtime organisation to change lower in the compiler stack.
Google Cloud accelerates every organization’s ability to digitally transform its business and industry. We deliver enterprise-grade solutions that leverage Google’s cutting-edge technology, and tools that help developers build more sustainably. Customers in more than 200 countries and territories turn to Google Cloud as their trusted partner to enable growth and solve their most critical business problems.
Responsibilities
- Build tools to help wrangle increasingly larger High-level Operations (HLO) graphs.
- Address rough edges and make the compiler work to delight users.
- Make necessary changes to XLA (e.g., new APIs, hooks, transforms etc.) to unlock a rich ecosystem of third-party libraries.
- Troubleshoot numerics accuracy and stability on Tensor Processing Units (TPUs).
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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.
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