Research Scientist Intern, MSL Infra Kernels & Optimizations (PhD)
GBP 39K-46K (estimate) Entry-level Internship Found 4d ago
Tasks
- Benchmark and analyze AI workload performance
- Design and optimize parallelism and algorithms
- Develop model compression techniques
- Explore and prototype optimized ML kernels
- Guide AI hardware strategy
- Improve inference and training communication performance
- Innovate model architectures
- Productionize ML kernels
Perks/Benefits
- N/A
Skills/Tech-stack
AI hardware | AI hardware/software | AI hardware/software co-design | Accelerators | C++ | Co-design | Communication collectives | Deep learning | Deep learning models | Distributed ML | Distributed ML systems | GPU Architectures | Generative AI | Hardware-Software Co-design | High Performance | High-Performance Computing | Learning models | ML Systems | ML kernels | Machine Learning | Machine Learning Compilers | Model Compression | Operator optimizations | Performance Computing | PyTorch | Python | Ranking Models | Software Co-design | Training Inference ML Systems | Training inference
Education
N/A
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