Postdoctoral Associate
1 day ago
Roles & Responsibilities Project Overview We are hiring postdoctoral fellows interested in advancing the state of the art in data-efficient machine learning at SMART in the new program: Mens, Manus and Machina: How AI empowers people and the city in Singapore (M3S) for a period of 1 year with possible renewal/extension. With the recent emergence of large language models (LLMs), the postdoctoral fellows will be investigating how data-efficient and resource-efficient techniques, such data attribution, data selection/reweighting, data valuation, data curation, Bayesian optimization, and retrieval-augmented generation, can be applied in the context of LLMs (as well as important issues involving AI privacy, model auditability and updatability). Key Responsibilities -Research on topics related to data-efficient machine learning in the context of LLMs, such as data attribution, data selection/reweighting, data valuation, data curation, and retrieval-augmented generation. -Investigate how these concepts as well as important issues involving AI privacy, model audibility, and updatability can be applied in the context of LLMs. -Develop, implement, and evaluate experiments to characterise the feasibility and performance of the proposed research ideas. -Collaborate with other PhD and undergraduate students to publish research results in top-tier conferences and journals, with focus on venues associated with the above-mentioned areas. The postdoctoral fellows will be jointly advised by Prof. Daniela Rus (MIT CSAIL), Prof. Alex 'Sandy' Pentland (MIT Media Lab), and Assoc. Prof. Bryan Low (NUS School of Computing), and based at SMART (Singapore-MIT Alliance for Research & Technology) in Singapore. The postdoctoral fellows will have the opportunity to collaborate with PhD and undergraduate students, as well as other Postdoctoral Fellows, within our research groups. For more information on our research group and interests, visit Requirements -Ph.D. degree in Computer Science, Machine Learning, Artificial Intelligence, or other related disciplines. -Strong publication record at premier AI/ML venues such as ICML, ICLR, NeurIPS, or similar. -Strong proficiency in programming. -Strong proficiency in English and communication skills. -Experience with machine learning and deep learning and LLM frameworks such as Pytorch, among others. To apply, please visit our website at: Interested applicants are invited to send in their full CV/resume, cover letter and list of three references (to include reference names and contact information). We regret that only shortlisted candidates will be notified. Tell employers what skills you have Machine LearningCellHospitalsValuationTreatmentHealthcareMedicineArtificial IntelligenceCareer DevelopmentBiologyPyTorchCharacterizationBioinformaticsOpticsPublicationsData Analytics
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Postdoctoral Associate
1 week ago
Singapore SINGAPORE-MIT ALLIANCE FOR RESEARCH AND TECHNOLOGY CENTRE Full timeProject Overview We are hiring postdoctoral fellows interested in advancing the state of the art in data-efficient machine learning at SMART in the new program: Mens, Manus and Machina: How AI empowers people and the city in Singapore (M3S) for a period of 1 year with possible renewal/extension. With the recent emergence of large language models (LLMs), the...
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Postdoctoral Associate
1 week ago
Singapore SINGAPORE-MIT ALLIANCE FOR RESEARCH AND TECHNOLOGY CENTRE Full timeProject Overview We are hiring postdoctoral fellows interested in advancing the state of the art in data-efficient machine learning at SMART in the new program: Mens, Manus and Machina: How AI empowers people and the city in Singapore (M3S) for a period of 1 year with possible renewal/extension. With the recent emergence of large language models (LLMs), the...
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Ntu Presidential Postdoctoral Fellow
2 weeks ago
Singapore Nanyang Technological University Full timeThe Presidential Postdoctoral Fellowship provides the opportunity for early career scientists, engineers and scholars from Singapore and around the world to conduct independent investigations in any discipline at NTU, often regarded as the most research intensive university in Asia. The postdoc appointment is intended to provide a pathway to an academic...
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Postdoctoral Associate
7 days ago
Singapore Singapore-MIT Alliance for Research and Technology Full time $90,000 - $120,000 per yearProject OverviewThe Wearable Imaging for Transforming Elderly Care (WITEC) interdisciplinary research group (IRG) is committed to creating next-generation wearable imaging technologies tailored for aging populations. By combining expertise in wearable transducers, biomedical imaging, materials science, data analytics, and healthcare innovation, WITEC aims to...
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Postdoctoral Fellow
4 days ago
Central Singapore Emprego SG Full time**Location** Singapore, Central Singapore **Job Type** Permanent **Date Posted** 1 hour ago Additional Details **Job ID** 10346 **Job Views** 1 **Job Description**: This position is connected to a research project titled, “Ageing and Social Networks: Mapping the Life-worlds of Older Singaporeans”. The research focuses on the social and...
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Postdoctoral Associate
1 week ago
Singapore SINGAPORE-MIT ALLIANCE FOR RESEARCH AND TECHNOLOGY CENTRE Full timeProject Overview The Wearable Imaging for Transforming Elderly Care (WITEC) interdisciplinary research group (IRG) is committed to creating next-generation wearable imaging technologies tailored for aging populations. By combining expertise in wearable transducers, biomedical imaging, materials science, data analytics, and healthcare innovation, WITEC aims...
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Singapore A*STAR - Agency for Science, Technology and Research Full timePostdoctoral Fellow/Research Officer in AI/ML for Spatial Omics (Complex Cellular Phenotype Analysis Group), A*STAR BII Join to apply for the Postdoctoral Fellow/Research Officer in AI/ML for Spatial Omics (Complex Cellular Phenotype Analysis Group), A*STAR BII role at A*STAR - Agency for Science, Technology and Research . A postdoctoral research fellow or...
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Postdoctoral Associate
1 week ago
Singapore SINGAPORE-MIT ALLIANCE FOR RESEARCH AND TECHNOLOGY CENTRE Full timeProject Overview We are seeking one Postdoctoral Associate in Computer Science to join the "Towards an Immersive Workplace" project. This project is part of Team "T1" of a five-year, ambitious research program on "Mens, Manus and Machina-How AI Empowers People, Institutions and Cities in Singapore (M3S)." Successful applicants for this position will have the...
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Postdoctoral Associate
7 days ago
Singapore Singapore-MIT Alliance for Research and Technology Centre Full timeProject Overview We are seeking one Postdoctoral Associate in Computer Science to join the "Towards an Immersive Workplace" project. This project is part of Team "T1" of a five-year, ambitious research program on "Mens, Manus and Machina—How AI Empowers People, Institutions and Cities in Singapore (M3S)."Successful applicants for this position will have...
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Postdoctoral Associate
1 day ago
Singapore Singapore-MIT Alliance for Research and Technology Centre Full timeSingapore-MIT Alliance for Research and Technology Centre – Kent Ridge Project Overview We are seeking one Postdoctoral Associate in Computer Science to join the "Towards an Immersive Workplace" project. This project is part of Team "T1" of a five-year, ambitious research program on "Mens, Manus and Machina—How AI Empowers People, Institutions and Cities...
