Senior Machine Learning Engineer, vLLM
Remote CA ON, Canada
R
CAD 130K-200K (estimate) Senior-level Full Time
Tasks
- Benchmark inference performance
- Collaborate with open-source contributors
- Conduct code reviews
- Create inference serving pipelines
- Design inference optimization algorithms
- Evaluate quantization approaches
- Evaluate sparsification approaches
- Profile model parallelization performance
- Stay current with CPU GPU hardware features
- Stay current with open source LLM architectures
Perks/Benefits
Skills/Tech-stack
Computer Vision | Deep learning | Graph theory | Inference Optimization | LLM Inference | LLM Inference Optimization | Language Processing | Linear Algebra | Machine Learning | Model Compression | Model Quantization | Model sparsification | Natural Language | Natural Language Processing | NumPy | Parallelization | Probability | PyTorch | Python | Reinforcement Learning | Tensor math
Education
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