Research Fellow (Mathematical AI)

Nanyang Technological University; Singapore; On-site; SGD 70,000 - 110,000; Full time

Job summary

Nanyang Technological University, Singapore, invites applications for three highly motivated Research Fellows to join Associate Professor Xia Kelin's team at the School of Physical and Mathematical Sciences.

The role focuses on developing and implementing Mathematical AI techniques, conducting data preprocessing and modeling, and contributing to active publications and presentations in a collaborative, international research environment.

Qualifications

• PhD in mathematics, AI or related field.
• Strong background in geometric/topological data analysis.
• Publication record in a related field preferred.

Responsibilities

• Develop and implement Mathematical AI techniques, such as geometric/topological data analysis, geometric topological deep learning.
• Perform data preprocessing, algorithm design, scientific computing and validation.
• Prepare research papers, reports, and presentations to disseminate findings.
• Participate in regular team meetings and contribute to project progress.

Skills

Python

R

Analytical thinking

Teamwork

Education

PhD in Mathematics/AI or related areas

Job description

Join Our Team at the School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore The School of Physical and Mathematical Sciences (SPMS) at NTU Singapore hosts research and education activities in two divisions: Division of Mathematical Sciences (MAS) and Division of Physics and Applied Physics (PAP). MAS covers diverse topics ranging from pure mathematics to the applications of mathematics in cryptography, computing, business, and finance. PAP covers many areas of fundamental and applied physics, including quantum information, condensed matter physics, biophysics, and photonics. Over the years, SPMS has attracted talented individuals from around the world and Singapore to join as scientific leaders and researchers.

Position Available: Research Fellow

We are looking for three highly motivated Research Fellow to join Associate Professor Xia Kelin's team at the School of Physical and Mathematical Sciences.

Key Responsibilities

• Contribute to the development and implementation of Mathematical AI techniques, such as geometric/topological/algebraic data analysis, geometric/topological deep learning, Math for AI, categorical deep learning, sheaf neural networks.
• Perform data preprocessing, algorithm/method/model design, scientific computing, experimental validation.
• Preparation of research papers, reports, and presentations to disseminate findings.
• Participate in regular team meetings and contribute to the overall progress of the project.

Job Requirements

• A PhD degree in mathematics, AI or related areas, with a strong background geometric/topological/algebraic data analysis, geometric/topological deep learning, molecular sciences.
• Proficiency in programming languages such as Python, R, or similar.
• Excellent analytical and problem-solving skills.
• Ability to work both independently and collaboratively in a team.
• Previous research experience and publication record in a related field preferred.

The College of Science seeks a diverse and inclusive workforce and is committed to equality of opportunity. We welcome applications from all and recruit on the basis of merit, regardless of age, race, gender, religion, marital status and family responsibilities, or disability.

Hiring Institution: NTU

A research-intensive public university, Nanyang Technological University, Singapore (NTU Singapore) has 33,000 undergraduate and postgraduate students in the Engineering, Business, Science, Humanities, Arts, & Social Sciences, and Graduate colleges. It also has a medical school, the Lee Kong Chian School of Medicine, established jointly with Imperial College London. NTU is also home to world-class autonomous institutes – the National Institute of Education, S Rajaratnam School of International Studies, Earth Observatory of Singapore, and Singapore Centre for Environmental Life Sciences Engineering – and various leading research centres such as the Nanyang Environment & Water Research Institute (NEWRI) and Energy Research Institute @ NTU (ERI@N). Ranked amongst the world’s top universities by QS, NTU has also been named the world’s top young university for the past seven years. The University’s main campus is frequently listed among the Top 15 most beautiful university campuses in the world and has 57 Green Mark-certified (equivalent to LEED-certified) buildings, of which 95% are certified Green Mark Platinum. Apart from its main campus, NTU also has a campus in Novena, Singapore’s healthcare district. Under the NTU Smart Campus vision, the University harnesses the power of digital technology and tech-enabled solutions to support better learning and living experiences, the discovery of new knowledge, and the sustainability of resources. For more information, visit www.ntu.edu.sg About NIE About RSIS About LKCMedicine About NTUItive