Digital Trust Research Specialist

6 days ago


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

The National Centre for Research in Digital Trust (DTC) at Nanyang Technological University is driving Singapore's digital transformation by providing assurance and confidence to businesses and consumers.

About the Role

We aim to explore mechanistic interpretability of vision-language models. These powerful tools process and understand text and images.

Our research focuses on understanding how visual tokens are processed in the language model component. This requires analyzing the localization of object information, the evolution of visual token representations across layers, and the mechanism of integrating visual information for predictions.

  • Analyzing the complex interactions between visual and linguistic information.
  • Collaborating with researchers to design and develop prototypes into proof-of-concept systems.
  • Designing and building tools that support technology transfer to research partners and showcasing research outcomes.
  • Writing technical documentation, presentations, and papers on trust technologies testing.
  • Engaging global partners and researchers to advance Singapore's mindshare in emerging areas of trust technologies.
Requirements
  • Bachelor's or Master's degree in computer science or a related field.
  • Ability to communicate complex technical concepts effectively.
  • Strong analytical and problem-solving skills, focusing on innovative solutions for LLMs.
  • Self-motivated and able to work independently in a fast-paced environment.
  • Strong collaborative skills, with experience working in cross-functional teams.
  • Attention to detail and commitment to high-quality deliverables.
  • Understanding of ethical considerations and best practices in AI research, particularly concerning data privacy and security.


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