Sr. Software Engineer- AI/ML, AWS Neuron Distributed Training
3 weeks ago
Sr. Software Engineer- AI/ML, AWS Neuron Distributed TrainingAnnapurna Labs designs silicon and software that accelerates innovation. Customers choose us to create cloud solutions that solve challenges that were unimaginable a short time ago—even yesterday. Our custom chips, accelerators, and software stacks enable us to take on technical challenges that have never been seen before, and deliver results that help our customers change the world.AWS Neuron is the complete software stack for the AWS Trainium (Trn1/Trn2) and Inferentia (Inf1/Inf2) our cloud-scale Machine Learning accelerators. This role is for a Senior Machine Learning Engineer in the Distribute Training team for AWS Neuron, responsible for development, enablement and performance tuning of a wide variety of ML model families, including massive-scale Large Language Models (LLM) such as GPT and Llama, as well as Stable Diffusion, Vision Transformers (ViT) and many more.The ML Distributed Training team works side by side with chip architects, compiler engineers and runtime engineers to create, build and tune distributed training solutions with Trainium instances. Experience with training these large models using Python is a must. FSDP (Fully-Sharded Data Parallel), Deepspeed, Nemo and other distributed training libraries are central to this and extending all of this for the Neuron based system is key.Key job responsibilitiesYou will lead efforts to build distributed training support into PyTorch and JAX using XLA, the Neuron compiler, and runtime stacks. You will optimize models to achieve peak performance and maximize efficiency on AWS custom silicon, including Trainium and Inferentia, as well as Trn2, Trn1, Inf1, and Inf2 servers. Strong software development skills, the ability to deep dive, work effectively within cross-functional teams, and a solid foundation in Machine Learning are critical for success in this role.BASIC QUALIFICATIONS- Bachelor's degree in computer science or equivalent- 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- Experience in machine learning, data mining, information retrieval, statistics or natural language processingPREFERRED QUALIFICATIONS- Master's degree in computer science or equivalent- Experience in computer architecture- Previous software engineering expertise with Pytorch/Jax/Tensorflow, Distributed libraries and Frameworks, End-to-end Model Training.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
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Seattle, United States Amazon Web Services (AWS) Full timeSoftware Engineer- AI/ML, AWS Neuron Distributed TrainingJoin to apply for the Software Engineer- AI/ML, AWS Neuron Distributed Training role at Amazon Web Services (AWS)DESCRIPTIONAnnapurna Labs designs silicon and software that accelerates innovation. Customers choose us to create cloud solutions that solve challenges that were unimaginable a short time...
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Sr. Software Engineer- AI/ML, AWS Neuron Apps
3 weeks ago
Seattle, United States Amazon Web Services (AWS) Full timeSr. Software Engineer- AI/ML, AWS Neuron AppsJob ID: 2921620 | Amazon.com Services LLC - A57AWS Neuron is the complete software stack for the AWS Inferentia and Trainium cloud-scale machine learning accelerators and the Trn1 and Inf1 servers that use them. This role is for a senior software engineer in the Machine Learning Applications (ML Apps) team for AWS...
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Software Engineer- AI/ML, AWS Neuron
3 weeks ago
Seattle, United States Amazon Web Services (AWS) Full timeJoin to apply for the Software Engineer- AI/ML, AWS Neuron role at Amazon Web Services (AWS)3 days ago Be among the first 25 applicantsJoin to apply for the Software Engineer- AI/ML, AWS Neuron role at Amazon Web Services (AWS)DescriptionAWS Neuron is the complete software stack for the AWS Inferentia and Trainium cloud-scale machineDescriptionAWS Neuron is...
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Seattle, United States Amazon Full timeSoftware Engineer- AI/ML, AWS Neuron Distributed Training Do you love decomposing problems to develop products that impact millions of people around the world? Would you enjoy identifying, defining, and building software solutions that revolutionize how businesses operate? The Annapurna Labs team at Amazon Web Services (AWS) is looking for a Software...
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Seattle, United States Annapurna Labs (U.S.) Inc. Full timeAnnapurna Labs designs silicon and software that accelerates innovation. Customers choose us to create cloud solutions that solve challenges that were unimaginable a short time ago—even yesterday. Our custom chips, accelerators, and software stacks enable us to take on technical challenges that have never been seen before, and deliver results that help our...
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Software Engineer-AI/ML, AWS Neuron Inference
3 weeks ago
Seattle, United States Amazon Web Services (AWS) Full timeSoftware Engineer-AI/ML, AWS Neuron InferenceJoin to apply for the Software Engineer-AI/ML, AWS Neuron Inference role at Amazon Web Services (AWS).AWS Neuron is the complete software stack for the AWS Inferentia and Trainium cloud‑scale machine learning accelerators. This role is for a senior software engineer in the Machine Learning Inference Applications...
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Sr. Software Engineer- AI/ML, AWS Neuron Apps
4 weeks ago
Seattle, United States Annapurna Labs Full timeShape the Future of AI Accelerators at AWS Neuron Join the elite team behind AWS Neuron—the software stack powering AWS's next-generation AI accelerators Inferentia and Trainium. As a Senior Software Engineer in our Machine Learning Applications team, you'll be at the forefront of deploying and optimizing some of the world's most sophisticated AI models at...
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Sr. Software Engineer- AI/ML, AWS Neuron Apps
4 weeks ago
Seattle, United States Annapurna Labs Full timeShape the Future of AI Accelerators at AWS Neuron Join the elite team behind AWS Neuron—the software stack powering AWS's next-generation AI accelerators Inferentia and Trainium. As a Senior Software Engineer in our Machine Learning Applications team, you'll be at the forefront of deploying and optimizing some of the world's most sophisticated AI models at...
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Sr. Software Engineer- AI/ML, AWS Neuron Apps
2 weeks ago
Seattle, United States Amazon Full timeShape the Future of AI Accelerators at AWS Neuron Join the elite team behind AWS Neuron-the software stack powering AWS's next-generation AI accelerators Inferentia and Trainium. As a Senior Software Engineer in our Machine Learning Applications team, you'll be at the forefront of deploying and optimizing some of the world's most sophisticated AI models at...
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Seattle, United States Amazon Full timeAWS Utility Computing (UC) provides product innovations that continue to set AWS's services and features apart in the industry. As a member of the UC organization, you'll support the development and management of Compute, Database, Storage, Platform, and Productivity Apps services in AWS, including support for customers who require specialized security...
