AI Framework Software Engineer - vLLM
Tasks
- Contribute to open-source projects
- Design AI frameworks
- Develop and optimize AI frameworks
- Develop machine learning primitives
- Enable data parallelism
- Enable model parallelism
- Identify performance bottlenecks
- Implement asynchronous data communication
- Implement distributed algorithms
- Integrate deep learning research into frameworks
- Optimize machine learning inference performance
- Profile distributed deep learning models
- Transform computational graph representations
Perks/Benefits
- N/A
Skills/Tech-stack
Asynchronous Communication | C++ | Data parallelism | Deep learning | Distributed Systems | Machine Learning | Model Parallelism | Open Source | Performance Profiling | PyTorch | Python | VLLM
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
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