Research Scientist - Maritime AI & LLM Alignment

A*STAR RESEARCH ENTITIES; Singapore; On-site; SGD 80,000 - 110,000; Full time

Job summary

A leading research institute in Singapore is seeking a Research Scientist to advance the development of AI technologies in maritime applications. You will optimize machine learning frameworks for sub-group specific alignment of large language models and collaborate with diverse research teams. The ideal candidate holds a PhD in related fields and has expertise in AI, reinforcement learning, and maritime informatics. This role offers a chance to contribute to cutting-edge research in a dynamic environment.

Qualifications

• Strong background in AI, reinforcement learning, and deep learning.
• Solid foundation in mathematics and ability for theoretical proofs.
• Experience with LLM alignment techniques.

Responsibilities

• Develop alignment frameworks for sub-group value-sensitive representations.
• Design parameter-efficient fine-tuning techniques within LLM alignment.
• Build machine learning pipelines to optimize port operations.

Skills

AI

Reinforcement Learning

Deep Learning

Mathematics

Maritime Informatics

Education

PhD in Computer Science or related fields

Job description

A leading research institute in Singapore is seeking a Research Scientist to advance the development of AI technologies in maritime applications. You will optimize machine learning frameworks for sub-group specific alignment of large language models and collaborate with diverse research teams. The ideal candidate holds a PhD in related fields and has expertise in AI, reinforcement learning, and maritime informatics. This role offers a chance to contribute to cutting-edge research in a dynamic environment.