Software Development Engineer - AI/ML, Amazon Neuron, Multimodal Inference
Tasks
- Analyze and optimize system level performance
- Build ML infrastructure for model onboarding
- Collaborate with compiler runtime and framework teams
- Conduct performance profiling and bottleneck analysis
- Design distributed inference support
- Design high-performance ML kernels
- Develop and optimize ML models for deployment
- Develop testing and CI pipelines
- Implement optimization techniques
- Mentor engineers
- Support customers with model enablement and optimization
- Tune model performance for latency and throughput
Perks/Benefits
- N/A
Skills/Tech-stack
C++ | Continuous Deployment | Continuous integration | Deep learning | Distributed Computing | High Performance | High-Performance Computing | JAX | Kernel development | Level optimization | Low-level optimization | ML inference | Machine Learning | Model Optimization | Performance Computing | Performance Profiling | PyTorch | Python | System programming
Education
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