Research Fellow, Dept 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