AI-Driven Binary Analysis Research Scientist

Singapore Management University; Singapore; On-site; SGD 60,000 - 90,000; Full time

Job summary

Singapore Management University is seeking a researcher in the School of Computing and Information Systems to design, modify, and implement an AI-based binary analysis framework.

The role requires a PhD in a related field, strong security research background, and proficiency in C/C++ and Java. You will evaluate techniques on real-world datasets and explore novel program analysis methods while collaborating with the team.

Qualifications

• PhD in Computer Science, Information Technology, Information Systems or closely related fields.
• Excellent written and spoken English.
• Strong background in computer security research.
• Proficient in C/C++ and Java programming.
• Solid understanding of Android architecture and executables.
• Experience with program analysis techniques and ML fundamentals.
• Strong analytical and problem-solving abilities.
• Knowledge of software and system security.
• Publications in security are a plus.
• Ability to work independently and in a team.

Responsibilities

• Design, modification, and implementation of an AI-based binary analysis framework.
• Experimenting the proposed framework on real-world dataset.
• Design and develop novel techniques to facilitate effective program analysis.
• Evaluating the security capability and performance of the proposed techniques.
• Other duties as assigned.

Skills

English communication

Security research experience

C/C++ programming

Java programming

Android architecture

Program analysis

LLM fundamentals

Analytical skills

Problem-solving

Software security

System security research

Research publications

Teamwork

Self-motivation

Education

PhD degree in Computer Science, Information Technology, Information Systems or closely related disciplines

Job description

Singapore Management University is seeking a researcher in the School of Computing and Information Systems to design, modify, and implement an AI-based binary analysis framework.

The role requires a PhD in a related field, strong security research background, and proficiency in C/C++ and Java. You will evaluate techniques on real-world datasets and explore novel program analysis methods while collaborating with the team.