COMPANY DESCRIPTION
Singapore Management University is a place where high-level professionalism blends together with a healthy informality. The family-like atmosphere among the SMU community fosters a culture where employees work, plan, organise and play together - building a strong collegiality and morale within the university.
Our commitment to attract and retain talent is ongoing. We offer attractive benefits and welfare, competitive compensation packages, and generous professional development opportunities - all to meet the work-life needs of our staff. No wonder, then, that SMU continues to be given numerous awards and recognition for its human resource excellence.
RESPONSIBILITIES
- This is for School of Computing and Information Systems (SCIS).
- Managing the team for this research project.
- Developing LLM alignment algorithm for solving optimization problems.
- Implementing LLM baseline methods and traditional optimization methods.
- Collecting real-world dataset and testing the above algorithms for benchmarking.
- Writing paper for publication.
- Other duties as assigned.
QUALIFICATIONS- Minimum Phd degree in Computer Science, Information Technology, Information Systems or closely related disciplines with particular focus on Artificial Intelligence.
- Minimum 1 year of relevant research experience in prompting or fine-tuning LLM.
- Proficiency in programming software/languages such as python is required.
- Proven track record and professional experience in LLM related project.
- Demonstrated experience and know-how on prompting or fine-tuning LLMs.
- Excellent working knowledge of LLM alignment and optimization.
- Technical skills in using LLM APIs.
- Ability to break down complex problems and design effective solutions.
- Innovating new approaches and thinking outside the box.
- Applicants with research publications in AI area will be advantageous.
- Ability to work cooperatively as part of a small, agile academic research team is essential.
- Self-motivated individual who can work independently and collaboratively with team members.
OTHER INFORMATION#LI-JN2
Please note that your application will be sent to and reviewed by the direct employer - Singapore Management University
