Backend Engineer - AML Framework Development (Search, Ads, and Recommendation Direction)
Tasks
- Benchmark against inference frameworks
- Eliminate inference bottlenecks
- Implement distributed parallel inference solutions
- Improve GPU performance and memory access
- Optimize large model inference architecture
Perks/Benefits
- N/A
Skills/Tech-stack
Asynchronous Scheduling | CUDA | Cache optimization | Compilation Optimization | Distributed Systems | GPU Computing | GPU Memory Optimization | GPU Performance | GPU Performance Optimization | GPU memory | Memory Optimization | Mixture of Experts | NPU | Operator fusion | Performance optimization | Pipeline parallelism | Sequence parallelism | Tensor Parallelism | TensorRT-LLM | VLLM
Education
N/A
Roles
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