Research Fellow (Human-in-the-Loop AI perception system)

SINGAPORE INSTITUTE OF TECHNOLOGY; Singapore; On-site; SGD 70,000 - 90,000; Full time

Job summary

A leading educational institution in Singapore is looking for a research team member to work on an applied research project in Human-in-the-Loop AI perception systems for autonomous vehicles. The ideal candidate should hold a PhD in Computer Science or Engineering, with experience in Deep Learning and Computer Vision. Responsibilities include managing project deliverables, conducting research, designing frameworks in collaboration with industry partners, and ensuring compliance with safety regulations. This role offers a meaningful opportunity to engage in innovative research within a dynamic team.

Qualifications

• Relevant competence in Deep Learning and Computer Vision with knowledge of diffusion models.
• Experience with autonomous vehicles or cyber security is advantageous.
• Strong research record in top-tier computer science/engineering conferences.

Responsibilities

• Manage research project ensuring deliverables are met.
• Conduct research on Human-in-the-Loop AI perception systems.
• Design frameworks with the research team and industry partners.
• Ensure compliance with safety regulations.
• Coordinate procurement and liaise with vendors.
• Operate and maintain research equipment.

Skills

Deep Learning

Computer Vision

Analytical Skills

Critical Thinking

Communication Skills

Education

PhD in Computer Science/Engineering

Job description

As a University of Applied Learning, SIT works closely with industry in our research pursuits. Our research staff will have the opportunity to be equipped with applied research skill sets that are relevant to industry demands while working on research projects in SIT. The primary responsibility of this role is to deliver on an innovation research project where you will be part of the research team to conduct applied research in the topic of Human-in-the-Loop AI perception system that leverages user concerns and identified driving scenarios to generate new and relevant driving scenes for enhancing the perception system performance for autonomous vehicles (AV).

Key Responsibilities

• Participate in and manage the research project with Principal Investigator (PI), Co‑PI and the research team members to ensure all project deliverables are met.
• Conduct the research work in Human‑in‑the‑Loop AI perception system for autonomous driving.
• Work with the research team, collaborators and the industry partner to design the framework of the proposed solution.
• Carry out Risk Assessment, and ensure compliance with Work, Safety and Health Regulations.
• Coordinate procurement and liaison with vendors/suppliers.
• Work independently, as well as within a team, to ensure proper operation and maintenance of equipment.

Job Requirements

• Have relevant competence in the areas of Deep Learning/Computer Vision. The experience in diffusion models is a plus.
• Have a PhD degree in computer science/engineering or related disciplines.
• Knowledge of autonomous vehicles or cyber security will be advantageous.
• Have strong research record, preferably on top‑tier computer science/engineering conferences.

Key Competencies

• Specialized in computer science, computer engineering, or relevant disciplines
• Enthusiasm in the Deep learning and AV related research
• Proficient in paper writing and presentation
• Possess strong analytical and critical thinking skills
• Able to build and maintain strong working relationships with people within and external to the university
• Self‑directed learner who believes in continuous learning and development
• Show strong initiative and take ownership of work

Major Challenges

• Work with multiple parties including local university researchers, and overseas researchers