Senior Research Scientist, ML Efficiency, Google Research
Tasks
- Advance algorithms for generative AI efficiency
- Apply quantization techniques
- Collaborate with hardware and software teams to optimize kernels and inference engines
- Design efficient large language model architectures
- Develop model compression and knowledge distillation strategies
- Improve training generalization
- Optimize model deployment pipeline
- Optimize sampling techniques and optimization for inference
- Reduce latency and improve memory bandwidth
Perks/Benefits
- N/A
Skills/Tech-stack
Algorithm Design | Bandwidth Optimization | Computational statistics | Deep learning | Experimentation | Inference Engines | Inference acceleration | Kernel optimization | Knowledge Distillation | Language Models | Language Processing | Large Language Models | Latency optimization | Machine Learning | Memory bandwidth | Memory bandwidth optimization | Model Compression | Natural Language | Natural Language Processing | Optimization | Prototyping | Quantization | Reinforcement Learning | Transformer Architecture
Education
Roles
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