COMPANY DESCRIPTION
Singapore Management University is a place where high-level professionalism blends together with a healthy informality. The 'family-like' atmosphere among the SMU community fosters a culture where employees work, plan, organise and play together building a strong collegiality and morale within the university.
Our commitment to attract and retain talent is ongoing. We offer attractive benefits and welfare, competitive compensation packages, and generous professional development opportunities all to meet the work-life needs of our staff. No wonder, then, that SMU continues to be given numerous awards and recognition for its human resource excellence.
RESPONSIBILITIES
- Distributed AI algorithm design in autonomous driving scenarios for real-time object recognition and image segmentation.
- Design of attack and defense algorithms for perception models in autonomous driving scenarios.
- Testing for autonomous driving scenarios, including AI models and control strategies.
- Write research paper.
- Minimum PhD degree in Computer Science, Information Technology, Information Systems or closely related disciplines.
- Minimum 3 years of relevant research experience in trustworthy AI, adversarial attacks, or model interpretation.
- Basic knowledge/Proficiency in programming software/languages such as Python, Java, PyTorch and Tensorflow will be positively considered/ is required.
- Demonstrated experience and know-how on reinforcement learning, federated learning, adversarial attacks and real-time system design.
- Experience with at least one programming software/languages, such as Python or Java is preferred.
- Excellent working knowledge of image classification, object detection, image segmentation and reinforcement learning.
- Good analytical, technical and problem solving skills.
- Applicants with research publications in autonomous driving testing, real-time system design, adversarial attack and defenses area will be advantageous.
- Self-motivated individual who can work independently and also collaboratively with team members.
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Please note that your application will be sent to and reviewed by the direct employer - Singapore Management University
