The candidate will be responsible for conducting research on large model inference. Successful candidate will be supervised by Prof David Lo from School of Computing and Information Systems, Singapore Management University.
Candidate's core responsibilities are :
- Design and implement advanced and novel solutions for green LLM.
- Conduct evaluations to validate the effectiveness of the algorithms and tools.
- Write and publish research papers and present them to reputable academic conferences.
- Package the documents, implementation code, evaluate results of the project for public release.
- Liaise with the overseas and local team members and collaborators of this project to realize the overall goal of the project.
- Other duties as assigned.
Qualifications
Minimum Bachelor degree with first or second upper class degree classification (or their equivalent) in Information Systems / Computer Science / Information Technology / Informatics Engineering / Computer Engineer / SoftwareEngineeringMinimum 1 year of relevant research experience in software engineeringGood knowledge about software engineering and artificial intelligenceHighly fluent in Python and JavaCompetent in designing and implementing algorithms and data structuresGood oral and written communication skillsExcellent analytical, technical and problem-solving skillsSelf-motivated individual who can work independently and also collaboratively with team membersAble to work under strict deadlinesPrior experience as Research Assistant or Research Engineer is highly preferredResearch capability as evidenced by tangible deliverable i.e., relevant publication in an international conference or journal will be advantageousOther Information
LI-JN2