Deep Learning Engineer

4 days ago


Singapore NTU (Nanyang Technology University- Main Office-HR) Full time

Nanyang Technological University (NTU) invites applications for a Research Fellow position in the School of Physical and Mathematical Sciences. We are looking for an outstanding individual to join our team and contribute to a project focused on modeling and quantifying uncertainty for foundation models.

About the Role

The successful candidate will work under the supervision of Assistant Professor Jeremie Houssineau and Professor Yew Soon Ong to develop theoretical foundations for deep foundation models. This is a unique opportunity to collaborate with leading researchers from the University of Tokyo and A*STAR.

Responsibilities
  • Research
    • Conduct original research in deep learning, related to uncertainty quantification for large models.
    • Explore cutting-edge advancements in AI and relate it to the main research objective.
  • Development
    • Develop and implement the related algorithms, models, and techniques.
    • Perform rigorous benchmarking and evaluation of the developed models.
    • Optimize algorithms for efficiency, scalability, and robustness.
  • Collaboration
    • Work closely with the PI and the project team.
    • Collaborate with PhD students, undergraduate researchers, and other postdocs.
    • Provide mentorship and guidance to junior researchers.
  • Communication
    • Prepare and submit research papers to peer-reviewed conferences and journals.
    • Write technical reports and research documentation.
    • Presentation of research findings at conferences.


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