Job ID: 3043047 | Amazon.com Services LLC
We are seeking a highly skilled Machine Learning Systems Engineer to join Frontier AI Robotics team. This role focuses on building and optimizing distributed training infrastructure for large-scale machine learning models, particularly in deep learning and transformer-based architectures. You will work closely with scientists and engineers to deliver scalable, high-performance systems that power state-of-the-art AI research and applications.
About the team- 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
- Experience as a mentor, tech lead or leading an engineering team
- Design, build, and optimize machine learning infrastructure for large-scale training and inference.
- Apply PyTorch, Python, and C++ skills to engineer modular, scalable ML systems.
- Evaluate and implement parallelism techniques such as data, tensor, model, and pipeline parallelism.
- Monitor and optimize GPU memory and throughput for training large models efficiently.
- Collaborate cross-functionally with research, data infra teams to integrate new models and features
- Deep understanding of LLM algorithm and deep learning framework like PyTorch
- Mathematics and Statistics: Strong understanding of linear algebra, calculus, probability, and statistics.
- 5+ years of full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations experience
- Bachelor's degree in computer science or equivalent
Amazon is an equal opportunity employer and does not discriminate on the basis of protected veteran status, disability, or other legally protected status.
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