Research Fellow, Department of Analytics and Operations

Job Description

We are looking for a talented and experienced Researcher in Machine Learning to join our dynamic team and help us develop cutting-edge technologies in Large Language Model (LLM), data privacy protection, and AI governance area.

Responsibilities:

• Research on AI governance framework for LLM, including privacy protection, AI ethic, etc.
• Develop industry specific LLM solution through fine tuning LLM parameters using industry private data.
• Publish high-quality papers and patents.
• Collaborate with team members in Singapore, China and US.
• Provide technical support to clients and stakeholders as needed.

Qualifications

• PhD in Business Analytics, Computer Science, Engineering, or a related field.
• Good knowledge of AI technology, especially LLM
• Familiarity with NLP libraries such as NLTK, spaCy, or Gensim
• Experience with text classification, sentiment analysis, and entity recognition
• Experience with deep learning frameworks such as TensorFlow or PyTorch
• Strong understanding of machine learning algorithms and statistics
• Strong proficiency in Python, Java, or another programming language relevant to the role.
• In-depth knowledge of machine learning algorithms, libraries, and tools (such as TensorFlow, Keras, or PyTorch).
• Knowledge in OR (Operations Research) is a plus
• Experience with cloud computing platforms and services, particularly AWS (EC2, S3, Lambda)
• Solid understanding of software development methodologies, including Agile and Scrum.

More Information

Location: Kent Ridge Campus
Organization: School of Business
Department: Analytics And Operations
Employee Referral Eligible: No
Job requisition ID: 21686