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Machine Learning Applications Software Engineer
2 months ago
We are seeking a highly skilled Machine Learning Applications Software Engineer to join our team at Amazon Web Services (AWS). As a key member of our team, you will be responsible for developing, enabling, and performance tuning of a wide variety of machine learning model families.
Key Responsibilities- Develop and Optimize Distributed Inference Solutions: Design and implement distributed inference solutions using Python, PyTorch, or JAX, and optimize them for performance on AWS Trainium and Inferentia silicon.
- Collaborate with Compiler and Runtime Engineers: Work closely with compiler and runtime engineers to create, build, and tune distributed inference solutions.
- Lead Efforts in Distributed Inference Support: Lead efforts to build distributed inference support into PyTorch, TensorFlow using XLA, and the Neuron compiler and runtime stacks.
- Tune Models for Performance: Tune models to ensure highest performance and maximize efficiency on AWS Trainium and Inferentia silicon and the TRn1, Inf1 servers.
- Design and Code Solutions: Design and code solutions to drive efficiencies in software architecture, create metrics, implement automation, and resolve software defects.
- Build High-Impact Solutions: Build high-impact solutions to deliver to our large customer base.
- Participate in Design Discussions: Participate in design discussions, code review, and communicate with internal and external stakeholders.
- Work Cross-Functionally: Work cross-functionally to drive business decisions with technical input.
- Work in a Startup-Like Environment: Work in a startup-like development environment, where you're always working on the most important stuff.
Our team is dedicated to supporting new members. We have a broad mix of experience levels and tenures, and we're building an environment that celebrates knowledge-sharing and mentorship.
Basic Qualifications- 3+ Years of Professional Software Development Experience: 3+ years of non-internship professional software development experience.
- 2+ Years of Design or Architecture Experience: 2+ years of non-internship design or architecture experience.
- Programming Experience: Experience programming with at least one software programming language.
- Full Software Development Life Cycle Experience: 3+ years of full software development life cycle experience.
- Bachelor's Degree in Computer Science: Bachelor's degree in computer science or equivalent.
Amazon is committed to a diverse and inclusive workplace. We are an equal opportunity employer and do not discriminate on the basis of race, national origin, gender, gender identity, sexual orientation, protected veteran status, disability, age, or other legally protected status.
Our compensation reflects the cost of labor across several US geographic markets. The base pay for this position ranges from $129,300/year in our lowest geographic market up to $223,600/year in our highest geographic market. Pay is based on a number of factors including market location and may vary depending on job-related knowledge, skills, and experience.
