Model Optimization Engineer
Tasks
- Apply model compression techniques
- Collaborate with cross-functional stakeholders
- Conduct code review and design review
- Implement distributed training and inference techniques
- Maximize throughput
- Mentor junior engineers
- Minimize latency
- Optimize inference workloads
- Optimize training workloads
- Perform memory management optimization
- Profile CPU GPU and distributed systems
- Reduce compute cost
- Tune distributed system performance
Perks/Benefits
- N/A
Skills/Tech-stack
C++ | CUDA | Compiler optimization | Cutlass | DeepSpeed | Distributed Training | Distributed inference | FinOps | GPU Performance | Learning systems | Machine Learning | Machine learning systems | Memory Management | Model Compression | Model Parallelism | Profiling | Python | TensorRT | Triton | VLLM
Education
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