Machine Learning Engineer
Tasks
- Benchmark model performance on target hardware
- Build training evaluation and deployment tools
- Contribute to open-source projects
- Design speculative decoding frameworks
- Develop inference optimization algorithms
- Implement model compression pipelines
- Participate in technical design discussions
- Profile end to end LLM performance
Perks/Benefits
- N/A
Skills/Tech-stack
Deep learning | Gradient descent | Graph theory | Language Models | Large Language Models | Linear Algebra | Machine Learning | Model Compression | NLP | NumPy | Probability | Pruning | PyTorch | Python | Quantization | Speculative decoding | Tensor operations
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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