Research Scientist, ML Efficiency, Google Research
Tasks
- Advance algorithms sampling techniques large scale optimization
- Develop model compression knowledge distillation quantization strategies
- Improve model deployment pipeline pretraining instruction tuning reinforcement learning
- Innovate large language model architectures computation efficiency generalization
- Optimize inference kernels and inference engines
- Optimize latency memory bandwidth workloads
Perks/Benefits
- N/A
Skills/Tech-stack
Algorithm Design | Compiler optimization | Deep learning | Hardware performance | Hardware performance tuning | Inference acceleration | Knowledge Distillation | Language Models | Language Processing | Large Language Models | Machine Learning | Model Compression | Natural Language | Natural Language Processing | Optimization | Performance Tuning | Quantization | Reinforcement Learning | Sampling techniques | Transformer Architecture
Education
Roles
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