Postdoctoral Research Fellow in AI

5 days ago


Singapore SINGAPORE-MIT ALLIANCE FOR RESEARCH AND TECHNOLOGY CENTRE Full time

The Singapore-MIT Alliance for Research and Technology Centre (SMART) is a leading research institution dedicated to advancing the state of the art in data-efficient machine learning. We are seeking a highly motivated Postdoctoral Associate to join our team and contribute to our research efforts. The successful candidate will be responsible for investigating how data-efficient and resource-efficient techniques can be applied in the context of large language models (LLMs). This includes researching topics such as data attribution, data selection/reweighting, data valuation, data curation, Bayesian optimization, and retrieval-augmented generation. They will also develop, implement, and evaluate experiments to characterise the feasibility and performance of proposed research ideas and collaborate with PhD and undergraduate students to publish research results in top-tier conferences and journals. A strong publication record at premier AI/ML venues, proficiency in programming, and experience with machine learning and deep learning frameworks such as Pytorch are essential requirements for this role. The postdoctoral fellow will have the opportunity to collaborate with PhD and undergraduate students, as well as other Postdoctoral Fellows, within our research groups. Joint advising by Prof. Daniela Rus, Prof. Alex 'Sandy' Pentland, and Assoc. Prof. Bryan Low provides a unique opportunity for professional growth and development.



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