Senior Machine Learning Engineer, vLLM
Remote CA ON, Canada
R
CAD 131K-200K (estimate) Senior-level Full Time
Tasks
- Benchmark and profile model parallelizations
- Design inference optimization algorithms
- Develop inference serving deployment pipelines
- Evaluate quantization and sparsification approaches
- Implement model compression algorithms
- Research and productize deep learning techniques
- Review code for quality and performance
Perks/Benefits
Skills/Tech-stack
Computer Vision | Deep learning | Graph theory | Language Processing | Linear Algebra | Machine Learning | Model Compression | Natural Language | Natural Language Processing | NumPy | Parallel Computing | Probability | PyTorch | Python | Quantization | Reinforcement Learning | Sparsification | Tensor math
Education
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