Amazon
Senior Software Development Engineer - AI/ML, AWS Neuron Frameworks
Amazon, Seattle, Washington, us, 98127
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 for 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.
A successful candidate will have experience developing Machine Learning infrastructure and/or ML Frameworks, a demonstrated ability to work with open source communities to influence future community direction, a robust technical ability, and a motivation to achieve results. Experience with technologies and tools such as XLA, vLLM, or Hugging Face transformers is highly valued.
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 accelerators.
BASIC QUALIFICATIONS
- 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 PREFERRED QUALIFICATIONS
- Bachelor's degree in computer science or equivalent
Amazon is committed to a diverse and inclusive workplace. Amazon is an equal opportunity employer and does not discriminate on the basis of race, national origin, gender, gender identity, sexual orientation, protected veteran status, disability, age, or other legally protected status.
#J-18808-Ljbffr
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.
A successful candidate will have experience developing Machine Learning infrastructure and/or ML Frameworks, a demonstrated ability to work with open source communities to influence future community direction, a robust technical ability, and a motivation to achieve results. Experience with technologies and tools such as XLA, vLLM, or Hugging Face transformers is highly valued.
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 accelerators.
BASIC QUALIFICATIONS
- 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 PREFERRED QUALIFICATIONS
- Bachelor's degree in computer science or equivalent
Amazon is committed to a diverse and inclusive workplace. Amazon is an equal opportunity employer and does not discriminate on the basis of race, national origin, gender, gender identity, sexual orientation, protected veteran status, disability, age, or other legally protected status.
#J-18808-Ljbffr