Research Scientist
2 weeks ago
Overview A*STAR Centre for Frontier AI Research (A*STAR CFAR) is seeking an innovative Research Scientist to contribute to the development of cutting-edge AI technologies in maritime applications, value alignment, and resource-efficient large language model (LLM) adaptation. This role focuses on advancing alignment techniques for large language models (LLMs), enabling fine-grained, sub-group specific alignment deployable on personal devices. The candidate will also work on developing and applying machine learning techniques to solve practical challenges in vessel route prediction, port operations optimization, and global trade flow analysis. Responsibilities Develop alignment frameworks to create social value-sensitive representations for sub-groups and to enable inference-time output refinement aligned with sub-group values. Design and implement parameter-efficient fine-tuning techniques within the LLM alignment context. Develop models for trajectory prediction and route reconstruction of ocean-going vessels using AIS data, satellite imagery, and contextual information. Build machine learning pipelines to optimize port operations, including vessel arrival forecasting, berthing planning, and congestion mitigation. Collaborate with interdisciplinary teams to integrate domain knowledge from linguistics, social sciences, and maritime technology. Qualifications PhD in Computer Science, Artificial Intelligence, Machine Learning, or related fields. Strong background in AI, reinforcement learning, and deep learning, with expertise in areas such as generative models, agent learning, or spatio-temporal modeling. Solid foundation in mathematics, capable of independent theoretical proofs, algorithm design, and integration with machine learning, optimization, and statistical modeling. Experience with Maritime Informatics and LLM alignment techniques, such as Reinforcement Learning with Human Feedback (RLHF). Proficiency in developing efficient AI models, including parameter-efficient fine-tuning or inference-time adaptation methods. Strong publication records in prestigious conferences and journals, such as TPAMI, NeurIPS, ICML, ICLR, AAAI, IJCAI, JMLR, TKDE, AI. Ability to work independently and collaboratively within interdisciplinary research teams. Job details Seniority level: Associate Employment type: Full-time Job function: Other Industries: Research Services #J-18808-Ljbffr
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Singapore A*STAR Research Full timeResearch Scientist/Senior Research Scientist (HY Lab), IMCB Posting Date : 22 Aug 2025 | Closing Date :21 Oct 2025The HY Lab is dedicated to advancing innovative cancer therapies, with a strong focus on translational research targeting cancer-specific mutations. With industry-aligned support, our mission is to accelerate platform development and clinical...
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Research Scientist
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Singapore A*STAR Research Full timeOverview A*STAR Centre for Frontier AI Research (A*STAR CFAR) seeks highly motivated scientists with talents and inclination to conduct cutting-edge research, develop and execute research strategies in Safe and Trustworthy AI. Responsibilities Work with AI scientists in A*STAR CFAR to develop Safe and Trustworthy AI algorithms and solve challenging...
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Senior Scientist/ Principal Scientist
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Singapore A*STAR - Agency for Science, Technology and Research Full timeJoin to apply for the Senior Scientist/ Principal Scientist (HI), IME role at A*STAR - Agency for Science, Technology and Research 1 day ago Be among the first 25 applicants Join to apply for the Senior Scientist/ Principal Scientist (HI), IME role at A*STAR - Agency for Science, Technology and Research Get AI-powered advice on this job and more exclusive...
