Research Scientist, AI & Systems Co-design (PhD)
Tasks
- Benchmark and analyze AI workload performance
- Co design AI hardware and software stack
- Co design novel model architectures
- Design distributed training and inference paradigms
- Develop model compression techniques
- Evaluate system and silicon performance
- Explore parallelisms
- Improve distributed algorithms and tooling
- Model performance for what if scenarios
- Optimize compute efficiency
- Optimize inference and training communications
- Optimize model distillation
- Optimize model pruning
- Optimize model quantization
- Optimize model sparsity
- Prototype and productionize ML kernels
- Provide input to hardware models and runtime design
Perks/Benefits
- N/A
Skills/Tech-stack
C# | C++ | Communication optimization | Compiler optimization | Deep learning | Distillation | Distributed Training | Distributed inference | GPU Architecture | Generative AI | High Performance | High-Performance Computing | Inference Communication Optimization | Kernel optimization | Language Models | Large Language Models | ML kernels | MPI | Machine Learning | Machine Learning Compilers | Model Compression | NCCL | Performance Computing | Pruning | PyTorch | Python | Quantization | RCCL | Sparsity | Training Communication Optimization | UCC
Education
Roles
Regions
Countries
States
Cities
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