Senior Software Dev Engineer, EC2 Nitro
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Upload Your ResumeAbout This Role
Join the EC2 Nitro Machine Learning Systems team to build and optimize infrastructure powering computationally intensive AI/ML workloads. This role involves establishing EC2 as the definitive source for best-known-configurations across diverse ML applications and influencing future accelerated platform designs.
Responsibilities
- Design and implement scalable performance measurement infrastructure for ML benchmarking across AWS, incorporating critical metrics
- Lead technical projects establishing EC2 as the definitive source for ML performance best practices across diverse applications
- Develop and maintain comprehensive regression testing systems that validate performance across major component releases
- Collaborate with hardware engineering teams to influence future accelerator platform designs based on performance insights
- Build customer relationships by investigating complex performance challenges, developing solutions, and publishing actionable best practices
Requirements
- 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
- Knowledge of Machine Learning and LLM fundamentals, including transformer architecture, training/inference lifecycles, and optimization techniques
Qualifications
- Bachelor's degree in computer science or equivalent
- 5+ years of non-internship professional software development experience, including programming and leading design or architecture of new and existing systems.
Nice to Have
- 5+ years of full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations experience
- Knowledge of ML frameworks including JAX, PyTorch, vLLM, SGLang, Dynamo, TorchXLA, and TensorRT
- Knowledge of machine learning model architecture and inference
Skills
* Required skills
Benefits
About Amazon Web Services (AWS)
AWS Infrastructure Services owns the design, planning, delivery, and operation of all AWS global infrastructure, powering millions of businesses and services worldwide.