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AWS Neuron is the complete software stack for the AWS Inferentia and Trainium cloud-scale machine
learning accelerators. As a part of the Neuron Frameworks team you'll develop and enhance support PyTorch and JAX for AWS Neuron, working with the open source ecosystem.You will develop and extend support for the leading ML frameworks, delivering an outstanding user experience for PyTorch and JAX ML model development on the Trainium and Inferentia accelerators. You will work closely with teams across AWS Neuron including compiler, training and inference optimization to optimize frameworks for AWS's accelerator architectures, and engage closely with the PyTorch and JAX and other ML Framework communities to take advantage of their latest capabilities and improve performance and usability for ML model developers.
Key job responsibilities
You will work with the team to develop, improve and release JAX and Pytorch framework support for AWS Neuron.
You will understand current and future directions of ML framework development, with a focus on enabling key features of modern frameworks such as Torch.compile().
You will work closely with the PyTorch and JAX community to actively drive the future directions to improve the experience of developing and optimizing ML models on acceleratorsA day in the life
As you develop and code improvements in ML Frameworks you’ll build and optimize high-impact solutions with and for users at Amazon and across the ML industry. You will and work with the JAX and PyTorch open source communities to adopt and influence new technologies, and contribute innovations.You'll collaborate with other engineers within Neuron and cross-functionally to help drive projects with successful business outcomes using your technical expertise.You will work in a fast-paced development environment, where you’re always working on the most important challenges and customer needs.
- 5+ years of non-internship professional software development experience
- 5+ years of programming with at least one software programming language experience
- 5+ years of leading design or architecture (design patterns, reliability and scaling) of new and existing systems experience
- 5+ years of full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations experience
- Experience as a mentor, tech lead or leading an engineering team
- Bachelor's degree in computer science or equivalent
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