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3 days ago
As a Research Engineer II at NTU Singapore, you will be part of a leading college known for its excellent curriculum and outstanding research in AI and Data Science.
About UsNTU Singapore is ranked among the world's top universities, with a strong focus on research-intensive programmes. Our College of Computing and Data Science (CCDS) aims to groom the next generation of leaders, thinkers, and innovators in the digital age.
We are seeking a highly motivated Research Engineer II to work on uncertainty quantification in Large Language Models. As a member of our project team, you will play a key role in setting up and maintaining the project's compute infrastructure and collaborating on research pertinent to the project.
Key Responsibilities- Work with the project team to set up and maintain the project's compute infrastructure, ensuring that these meet the needs of the project.
- Maintain the project's internal communication infrastructure to enable effective collaboration among researchers across all three universities.
- Collaborate with the project team on research pertinent to the project, including contributing to novel methodologies, acting as a source of information and advice, enabling large scale research implementations, managing research experiments, contributing to writing research papers, leading on open sourcing research code, and presenting outcomes at international conferences.
- Closely related field: MSc or above.
- Possess strong publication track record in machine learning or related fields.
- Possess sufficient specialist knowledge, research skills, and interests in deep learning and large language models to work within established research programmes.
- Possess strong technical knowledge and abilities of deep learning and large language modelling frameworks, popular open source codebases, and LLM APIs.
- Possess strong motivation and interests in developing computational infrastructure to enable large scale implementations and experimentations in large language models.
- Possess strong collaboration abilities and excellent communication skills, including the ability to write for publication, present research proposals and results, and represent the research group at meetings.
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