Job Description

The National University of Singapore invites applications for the position of Research Fellow in the Department of Computer Science, School of Computing (SoC). SoC is strongly committed to research excellence in all its dimensions: Searching for fundamental results and insights in developing novel computational solutions to a wide range of applications, building largescale experimental systems, developing theories and policies for effective management of information systems in organizations, and improving the well-being of society. We seek to play an active role both internationally and locally in the core and emerging areas of Computer Science and Information Systems.

The Research Fellow will be responsible for working closely with the Principal Investigator on one or more research projects. In particular, the research fellow will advance the state of the art in learning with less data (AutoML, Bayesian optimization, active learning, hybrid gradient-based vs. gradient-free optimization, physics-inspired AI), with applications to risk-aware reinforcement learning, multi-agent reinforcement learning, advanced manufacturing, value alignment in LLMs, and the Sciences.

Qualifications

• A PhD degree in Computer Science, computer engineering, machine learning, statistics, math, data science, operations research or other related disciplines
• Experience in research
• Good publication record in the premier machine learning and AI conferences and/or journals is preferred
• Strong proficiency in programming

Only shortlisted applicants will be notified.

More Information
Location: Kent Ridge Campus
Organization: School of Computing
Department: Department of Computer Science
Employee Referral Eligible: No
Job requisition ID: 22779

Times Higher Education