机器学习工程师 – 模型推理优化
Tasks
- Analyze accuracy latency throughput memory tradeoffs
- Collaborate with compiler and runtime teams for deployment
- Design model compression strategies
- Implement pruning quantization sparsity distillation structural simplification
- Improve large model inference efficiency and stability
- Optimize deep learning inference
- Read and reproduce research papers
Perks/Benefits
- N/A
Skills/Tech-stack
Model Distillation | Model Pruning | Model Quantization | Model Sparsity | ONNX | PyTorch | Python | TRT-LLM | TensorRT | Transformer
Education
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