Research Scientist in AI and Vision
6 days ago
We are seeking a highly motivated Research Scientist to join our team at Nanyang Technological University's National Centre for Research in Digital Trust (DTC). The ideal candidate will have a strong background in computer science and research experience in AI and vision.
Company OverviewNANYANG TECHNOLOGICAL UNIVERSITY is a world-renowned research institution dedicated to advancing the field of digital trust. Our centre focuses on executing a national program to establish Singapore as a strong trust hub, providing businesses and consumers with greater assurance and confidence in the digital transformation.
Job DescriptionAs a Research Scientist, you will play a key role in exploring mechanistic interpretability of vision-language models. Your primary responsibilities will include:
- Conducting research on the localization of object information, the evolution of visual token representations across layers, and the mechanism of integrating visual information for predictions.
- Collaborating with our researchers to design and develop research prototypes into proof-of-concept systems.
- Designing and building working tools that can support technology transfer of new capabilities to research partners and showcase the value of research outcomes.
- Writing and maintaining technical documentation, presentations, and papers on research into trust technologies testing.
- Engaging global partners and researchers to understand latest trends and advance Singapore's mindshare in this domain.
The successful candidate will possess:
- A Bachelor's or Master's degree in computer science or related field.
- Strong analytical and problem-solving skills, with a focus on developing innovative solutions for LLMs.
- Ability to communicate complex technical concepts effectively to both technical and non-technical stakeholders.
- Self-motivated and able to work independently, managing multiple tasks and projects in a fast-paced environment.
- Strong collaborative skills, with experience working in cross-functional teams.
- Keen attention to detail and commitment to high-quality deliverables.
This salary estimate is based on industry standards and takes into account the location, job requirements, and qualifications. We offer a competitive compensation package that includes benefits and opportunities for professional growth.
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