Research Scientist, ML Efficiency, Google Research - Singapore

GOOGLE ASIA PACIFIC PTE. LTD.

Singapore, Singapore
**
Phd in computer science or equivalent
Scientific publication submissions
Model compression and quantization strategies
** Google Research is seeking a Research Scientist specializing in machine learning efficiency to join their team in Singapore. The role focuses on optimizing large-scale generative AI models and involves collaboration on innovative algorithms and architectures to enhance computational efficiency. **

Job Summary

  • This role focuses on making serving and inference of generative AI models more efficient through foundational research and algorithmic innovation.
  • The successful candidate will collaborate with hardware and software teams to optimize kernels and inference engines across different architectures.
  • Google Research Singapore is a new addition dedicated to delivering breakthroughs in computational efficiency for large-scale Generative AI Models.

Matching Summary

Match Score: 75

** Google Research is seeking a Research Scientist specializing in machine learning efficiency to join their team in Singapore. The role focuses on optimizing large-scale generative AI models and involves collaboration on innovative algorithms and architectures to enhance computational efficiency. **

Skills & Requirements

Must-have

  • PhD in Computer Science or equivalent
  • Scientific publication submissions
  • Model compression and quantization strategies
  • Transformer architecture internals understanding
  • Large-scale optimization algorithms

Nice-to-have

  • Experience in university or industry labs
  • Cross-team collaboration skills
  • Productionisation of research ideas
  • Passion for computational statistics
  • Deep learning and applied mathematics

Key Requirements

  • PhD degree in Computer Science
  • Publication record at top conferences
  • AI research experience in labs

Work Rights

Not specified

Tailored Resume

Cover Letter