Research Fellow (Cryptography and/or machine learning interpretability)

Nanyang Technological University Singapore; Singapore; On-site; SGD 60,000 - 80,000; Full time

Job summary

Nanyang Technological University Singapore is seeking a research fellow for the School of Physical and Mathematical Sciences. The role involves conducting research on cryptography and/or machine learning, preparing reports, and publishing results in relevant conferences.

The ideal candidate will have a PhD in Mathematics, Electronics, or Computer Science, and possess good communication skills. Working independently and collaboratively within a team is essential. Expertise in cryptanalysis or explainable AI is a strong advantage.

Qualifications

• PhD in Mathematics, Electronics, or Computer Science.
• Ability to work independently and as part of a team.
• Strong communication and interpersonal skills.

Responsibilities

• Conduct research on cryptography and/or machine learning.
• Prepare reports and presentations for the project.
• Publish results in conferences/journals.

Skills

Independent work

Team collaboration

Good communication

Interpersonal skills

Symmetric cryptanalysis

Explainable AI

Education

PhD in Mathematics, Electronics, or Computer Science

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.

In order to complete the NRF Investigatorship research project “Interpretable and Automated Cryptanalysis for Tailor-Made Cryptographic Design”, the school is looking to recruit one research fellow on cryptography and/or machine learning.

Key Responsibilities

• The candidate will conduct research on cryptography and/or machine learning
• The candidate will help preparing reports and presentations for the project
• The candidate will publish relevant results to cryptography and/or machine learning conferences/journals

Job Requirements

• PhD in Mathematics and/or Electronics and/or Computer Science
• Ability to work independently and as part of a team with strong initiatives
• Good communication and interpersonal skills
• Expertise in symmetric cryptanalysis/design or in state-of-the-art explainable AI solutions is a strong plus

Hiring Institution: NTU