PhD Trainee: Domain-Specific Multimodal LLMs & Governance

Rakuten Asia Pte Ltd; Singapore; On-site; SGD 40,000 - 60,000; Full time

Benefits offered by this job

Full sponsorship for postgraduate studies

Employment upon completion of the program

Job summary

Rakuten Asia Pte Ltd in Singapore is looking for new PhD students in collaboration with the Economic Development Board (EDB). Candidates must have a robust understanding of deep learning, machine learning, and natural language processing, and will contribute to innovative research projects.

The successful candidates will receive full sponsorship for their postgraduate studies and will be hired by Rakuten Asia upon completion. Responsibilities also include advancing AI governance through research and collaboration with local industries.

Qualifications

• Strong academic records in machine learning, deep learning and multimodal AI.
• Experience with training and deploying models, especially in PyTorch.
• Solid knowledge in NLP, computer vision, or audio signal processing.

Responsibilities

• Develop and train LLMs for specific domains like e-commerce.
• Conduct research and contribute to AI governance frameworks.
• Collaborate for data collection and model deployment in industry.

Skills

Deep Learning

Machine Learning

Natural Language Processing

PyTorch

Computer Vision

Model Optimization

Education

PhD in relevant field (Machine Learning or AI)

Tools

TensorFlow

Job description

Rakuten Asia Pte Ltd in Singapore is looking for new PhD students in collaboration with the Economic Development Board (EDB). Candidates must have a robust understanding of deep learning, machine learning, and natural language processing, and will contribute to innovative research projects.

The successful candidates will receive full sponsorship for their postgraduate studies and will be hired by Rakuten Asia upon completion. Responsibilities also include advancing AI governance through research and collaboration with local industries.