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AWS Neuron is the complete software stack for the AWS Inferentia and Trainium cloud-scale machine
This role is responsible for development, enablement and performance optimization (latency, throughput) of a wide variety of ML model families, including massive scale large language models like Llama3, DBRX, and beyond, as well as Stable Diffusion, Vision Transformers and many more.The Neuron Inference team works side by side with compiler engineers and runtime engineers to create, build and tune distributed inference solutions with Trn1/Inf2. Experience optimizing inference performance for both latency and throughput on these large models using PyTorch or JAX is a must. Experience with technologies/tools such as vLLM, Hugging Face, multi-modal inference, etc. is highly valued.*Utility Computing (UC)*Key job responsibilities
This role will help lead the efforts building distributed inference support into Pytorch, Tensorflow using XLA and the Neuron compiler and runtime stacks. This role will help tune these models to ensure highest performance and maximize the efficiency of them running on the AWS Trainium and Inferentia silicon. Strong software development using C++/Python and ML knowledge are both critical to this role.A day in the life
As you design and code solutions to help our team drive efficiencies in software architecture, you’ll create metrics, implement automation and other improvements, and resolve the root cause of software defects. You’ll also:
Participate in design discussions, code review, and communicate with internal and external stakeholders.Work in a startup-like development environment, where you’re always working on the most important stuff.About the team
**Why AWS
**Diverse Experiences**
Amazon values diverse experiences. Even if you do not meet all of the preferred qualifications and skills listed in the job description, we encourage candidates to apply. If your career is just starting, hasn’t followed a traditional path, or includes alternative experiences, don’t let it stop you from applying.**Work/Life Balance* *
**Inclusive Team Culture* *
**Mentorship and Career Growth**
We’re continuously raising our performance bar as we strive to become Earth’s Best Employer. That’s why you’ll find endless knowledge-sharing, mentorship and other career-advancing resources here to help you develop into a better-rounded professional.
- 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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