EDB-IPP Project: Advancing GPU Optimization for Large Language Models

RAKUTEN ASIA PTE. LTD.

Singapore, Singapore
Not specified; not specified; full sponsorship for...
Not specified, but likely hybrid or on-site based on the nature of research collaboration.
Deep learning expertise
Machine learning proficiency
Natural language processing skills
Rakuten Asia PTE. LTD. is seeking PhD students for a project focused on GPU optimization for large language models, specifically in the context of deep learning and natural language processing. The position offers full sponsorship for postgraduate studies and employment upon completion, aiming to advance AI infrastructure through collaborative research

Job Summary

  • Rakuten Asia is seeking PhD students to advance GPU optimization for Large Language Models through the EDB Industrial Postgraduate Programme.
  • Selected candidates will receive full sponsorship for postgraduate studies and be hired by Rakuten Asia upon successful completion.
  • The role involves collaborative research on efficient scheduling, memory-aware training, and scalable parallelism for large-scale AI infrastructure.

Matching Summary

Match Score: 85

Rakuten Asia PTE. LTD. is seeking PhD students for a project focused on GPU optimization for large language models, specifically in the context of deep learning and natural language processing. The position offers full sponsorship for postgraduate studies and employment upon completion, aiming to advance AI infrastructure through collaborative research.

Salary

Not specified; Not specified; Full sponsorship for postgraduate studies

Skills & Requirements

Must-have

  • Deep learning expertise
  • Machine learning proficiency
  • Natural language processing skills
  • PyTorch model development
  • GPU cluster optimization

Nice-to-have

  • Experience with Mixture-of-Experts architectures
  • Knowledge of state space models
  • Background in compiler or kernel optimization
  • Strong publication record in AI research

Key Requirements

  • PhD student status required
  • Robust understanding of deep learning
  • Proven hands-on engineering skillsets

Work Rights

Not specified

Sponsorship: available

Tailored Resume

Cover Letter