Senior AI Scientist - Foundation Models for Science

A*STAR - Agency for Science, Technology and Research; Singapore; Presencial; SGD 120 000 - 190 000; Tempo integral

Resumo da oferta

CFAR, A*STAR invites applications for an innovative and experienced researcher to join its AI for Transdisciplinary Science (AI4TranS) Group. The role focuses on developing advanced AI methodologies and foundation models for scientific discovery, with applications across surface science, catalysis, and materials.

The successful candidate will translate ideas into feasible research programs, design novel AI models, and lead activities while collaborating with AI researchers, domain scientists,

Qualificações

• PhD degree in computer science, artificial intelligence, machine learning, applied mathematics, computational science, or other related fields.
• Strong research experience in AI areas such as graph learning, geometric/equivariant learning, foundation models, generative AI, scientific machine learning.
• Strong publication record in top AI venues (NeurIPS, ICML, ICLR, AAAI, IJCAI, KDD, TPAMI, JMLR).
• Strong problem-solving, analytical, and research leadership skills.
• Strong communication and presentation skills, with ability to work with researchers and domain scientists.
• Ability to work independently, lead tasks, supervise junior researchers, and collaborate across teams.

Responsabilidades

• Translate high-impact AI for Science research ideas into feasible research programmes and technical solutions.
• Design and develop novel AI models for scientific discovery, including geometric/equivariant learning, graph and foundation models, generative modelling, and multi-fidelity learning.
• Develop rigorous evaluation frameworks and benchmark new methods on large-scale scientific datasets and real-world scientific problems.
• Lead research activities and supervise junior scientists, engineers, students, and research assistants to deliver high-quality research outcomes.
• Publish research outcomes in top-tier AI conferences and journals, and contribute to project milestones, collaborations, and technology translation.

Conhecimentos

Research experience in AI

Publication record

Problem-solving

Communication skills

Independent work

Formação académica

PhD in CS/AI/ML/related fields

Descrição da oferta de emprego

CFAR, A*STAR invites applications for an innovative and experienced researcher to join its AI for Transdisciplinary Science (AI4TranS) Group. The role focuses on developing advanced AI methodologies and foundation models for scientific discovery, with applications across surface science, catalysis, and materials.

The successful candidate will translate ideas into feasible research programs, design novel AI models, and lead activities while collaborating with AI researchers, domain scientists,