AI Binary Analysis Research Scientist

Unist; Singapore; Hybrid; SGD 70,000 - 90,000; Part time

Job summary

Singapore Management University invites applications for a Research Scientist (1-year contract) in SCIS. You will design, modify, and implement an AI-based binary analysis framework and trial it on real-world datasets.

The ideal candidate holds a PhD in CS/IT/IS, has strong programming skills in C/C++ and Java, and solid knowledge of program analysis and software security. English fluency, independence, and collaboration are essential; publications are a plus.

Qualifications

• PhD in Computer Science/IT/IS or closely related discipline.
• Excellent English communication skills.
• Research experience in computer security is a plus.
• Advanced programming in C/C++ and Java.
• Strong understanding of Android architecture and executables.
• Deep knowledge of program analysis techniques and LLM fundamentals.
• Analytical, technical and problem-solving abilities.
• Knowledgeable in software security problems and solutions.
• Publications in security are advantageous.
• Self-motivated, able to work independently and in a team.

Responsibilities

• Design, modify, and implement an AI-based binary analysis framework.
• Experiment the proposed framework on real-world datasets.
• Design and develop novel techniques for effective program analysis.
• Evaluate security capability and performance of proposed techniques.
• Other duties as assigned.

Skills

C/C++ programming

Java programming

Android architecture

Program analysis

Software security

Independent work

Team collaboration

English communication

Education

PhD in Computer Science/ IT/ IS

Job description

Singapore Management University invites applications for a Research Scientist (1-year contract) in SCIS. You will design, modify, and implement an AI-based binary analysis framework and trial it on real-world datasets.

The ideal candidate holds a PhD in CS/IT/IS, has strong programming skills in C/C++ and Java, and solid knowledge of program analysis and software security. English fluency, independence, and collaboration are essential; publications are a plus.