Research Fellow/ Research Engineer (Automated Loading & Unloading System of...

Singapore Institute of Technology; Singapore; On-site; SGD 90,000 - 130,000; Full time

Job summary

Singapore Institute of Technology in Singapore invites applications for a research role focused on Human-in-the-Loop AI perception systems for autonomous driving. You will join the project team to advance applied research, lead framework design, and collaborate with PI/Co-PI and industry partners to meet project deliverables.

The role demands a PhD in computer science/engineering or related disciplines, strong deep learning and computer vision capabilities, and a proactive, collaborative work

Qualifications

• Have relevant competence in the areas of Deep Learning/Computer Vision. The experience in diffusion models is a plus.
• Knowledge of autonomous vehicles or cyber security will be advantageous.
• Have a PhD degree in computer science/engineering or related disciplines.

Responsibilities

• 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

Skills

Deep Learning

Computer Vision

Diffusion models

Education

PhD in computer science/engineering or related disciplines

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.
• Undertake these responsibilities in the project:

1. Conduct the research work in Human-in-the-Loop AI perception system for autonomous driving
2. 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