Research Fellow

6 days ago

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

Nanyang Technological University's National Centre for Research in Digital Trust (DTC) is a Trust Technology Research Centre to execute a national program to help put Singapore into a strong trust hub. The key objective is to support efforts to create a trusted digital environment for people and businesses in the digital transformation by providing businesses and consumers with greater assurance and confidence as they digitalize.

We are looking for a Research Fellow to Digital Trust Centre. The role will focus on multi-modal model testing.

Key Responsibilities:

- Conduct advanced research in Generative AI, focusing on the design, development, and optimization of multi-modal LLMs.
- Investigate and implement methodologies to ensure AI authenticity, accountability, and the integrity of digital content.
- Develop and refine machine learning and deep learning algorithms, including machine unlearning techniques, to enhance model robustness and reliability.
- Design and execute rigorous AI testing frameworks to assess and mitigate risks in AI systems.
- Collaborate with interdisciplinary teams to align AI research with ethical standards and best practices in AI safety.
- Publish findings in top-tier conferences and journals, contributing to the broader AI and machine learning research community.

Job Requirements:

- PhD degree in computer science/ engineering or related field
- Proficiency in Python is a must. Experience with other programming languages such as Java, C/C++, or Go, and frameworks like PyTorch or TensorFlow, is highly advantageous. Experience in developing and deploying machine learning models, particularly in natural language processing (NLP) and large language models (LLMs), including tasks such as data preprocessing, feature extraction, model training, and evaluation.
- Background in Generative AI research, including multi-modal LLMs as well as background in AI Safety research, including AI authenticity, accountability, and integrity of digital content. Strong knowledge of machine learning and deep learning techniques, including machine unlearning, and AI testing.
- Strong analytical and problem-solving skills, with a focus on developing innovative solutions for multi-modal LLMs.
- Understanding of ethical considerations and best practices in AI research, particularly concerning data privacy and security.
- Competent in collaborative skills, with experience working in cross-functional teams.
- Interpersonal skill (e.g. Self-motivated and able to work independently, managing multiple tasks and projects in a fast-paced environment. Keen attention to detail and commitment to high-quality deliverables.

Hiring Institution: NTU

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