PhD Researcher: Compress & Accelerate LLMs for Real-Time AI

Rakuten Asia Pte Ltd; Singapore; Sur place; SGD 36 000 - 48 000; Plein temps

Avantages offerts par ce poste

PhD sponsorship

Résumé du poste

Rakuten Asia, in partnership with the Economic Development Board (EDB) through the Industrial Postgraduate Programme (IPP), seeks new PhD students to advance research in deep learning, ML, and NLP. The role emphasizes hands-on engineering work, model development and training using PyTorch.

The IPP provides full sponsorship for postgraduate studies and seamless employment with Rakuten Asia upon completion, fostering collaboration and access to substantial computational resources for cutting-edge

Qualifications

• Strong understanding of deep learning, ML and NLP.
• Hands-on expertise in development and training of PyTorch models.
• Excellent engineering skills for research-grade experiments.

Responsabilités

• Collaborate on PhD research projects with Rakuten Asia and EDB.
• Contribute to large-scale experiments for model compression and acceleration.
• Produce publications, open-source tools, and demonstrable AI prototypes.

Connaissances

Deep Learning

ML

NLP

Formation

PhD student candidacy

Outils

PyTorch

Description du poste

Rakuten Asia, in partnership with the Economic Development Board (EDB) through the Industrial Postgraduate Programme (IPP), seeks new PhD students to advance research in deep learning, ML, and NLP. The role emphasizes hands-on engineering work, model development and training using PyTorch.

The IPP provides full sponsorship for postgraduate studies and seamless employment with Rakuten Asia upon completion, fostering collaboration and access to substantial computational resources for cutting-edge