Senior Software Development Engineer, AI/ML, AWS Neuron, Model Inference
Tasks
- Analyze system level performance using profiling
- Architect distributed inference support
- Build infrastructure to analyze and onboard models
- Collaborate with compiler, runtime, and hardware teams
- Conduct unit and end-to-end testing
- Debug performance issues and resolve software defects
- Design develop and optimize ML models for deployment
- Implement high performance ML kernels
- Optimize memory usage and scheduling
- Support customers to optimize ML workloads
- Tune inference performance for latency and throughput
Perks/Benefits
Skills/Tech-stack
AOT Tracing | Build systems | C++ | CUDA | CUDA kernels | Continuous Deployment | Continuous integration | Distributed Computing | End to End | End-to-End Testing | Fusion | JAX | JIT Compilation | Kernel optimization | LLM | Machine Learning | Memory Management | Parallel Computing | Performance Profiling | Profiling tools | PyTorch | Python | Scheduling | Sharding | Source Control | System Architecture | TensorRT | Test automation | Tiling | Triton | Unit Testing | VLLM
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Regions
Countries
States
Cities
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