Research Fellow (Computer Engineering/Computer Science/Electronics Engineering)

Nanyang Technological University; Singapore; Presencial; SGD 120.000 - 160.000; Jornada completa

Descripción de la vacante

NTU Singapore invites applications for a research role within the College of Computing and Data Science. The successful candidate will conduct literature reviews, develop state-of-the-art methods, and supervise junior researchers while collaborating with multidisciplinary teams.

A PhD in related fields and a strong publication record are preferred, with flexible hours and opportunities to engage with industry partners.

Formación

• PhD in CS/CE/EE or equivalent.
• Independent, analytical, proactive, and a team player.
• Strong teamwork and written/verbal communication abilities.
• Deep learning knowledge: foundation models and diffusion models.
• Watermarking techniques knowledge and experience.
• Open-vocabulary/object detection experience.
• Video processing: summarization, key-frame extraction, test-time adaptation.
• Strong software implementation skills.
• 4+ years of research experience including PhD work.

Responsabilidades

• Literature review of existing methods and models.
• Identify the weaknesses of existing models.
• Propose and develop state-of-the-art methods to overcome existing problems.
• Train and evaluate the models and systematically compare them with recent models.
• Prepare papers and reports.
• Develop systems based on the developed models for agencies/commercial partners.
• Supervise junior researchers and master students.
• Oversee and report project progress.
• Ability and willingness to work some flexible hours.
• Initiate collaboration research in a multidisciplinary team.

Conocimientos

Independent

Analytical

Team player

Communication skills

Research capability

Publication track record

Educación

PhD in CS/CE/EE or equivalent

Descripción del empleo

Young and research-intensive, Nanyang Technological University, Singapore (NTU Singapore) is ranked among the world’s top universities. NTU’s College of Computing and Data Science (CCDS) is a leading college that is known for its excellent curriculum, outstanding and impactful research, and world-renowned faculty.

A hot bed of cutting-edge technology and groundbreaking research, the College aims to groom the next generation of leaders, thinkers, and innovators to thrive in the digital age. Located in the heart of Asia, NTU’s College of Computing and Data Science is an ‘exciting place to learn and grow. We welcome you to join our community of faculty, students and alumni who are shaping the future of AI, Data Science and Computing.

Job Responsibilities:

• Literature review of existing methods and models
• Identify the weaknesses of existing models
• Propose and develop state-of-the-art methods to overcome existing problems.
• Train and evaluate the models and systemically compare them with recent models.
• Prepare papers and reports.
• Develop systems based on the developed models for agencies/commercial partners
• Supervise junior researchers and master students

Job Requirements:

• Preferably PhD in Computer Engineering, Computer Science, Electronics Engineering or equivalent.
• Independent, highly analytical, proactive and a team player
• Excellent teamwork and verbal, written communication skills
• In-depth knowledge of deep learning, particularly foundation models and diffusion models, is essential.
• Watermarking position: In-depth knowledge of state-of-the-art watermarking techniques, including methods for both protecting and attacking watermarking models, is required
• Object detection position: In-depth knowledge of open-vocabulary object detection, few-shot object detection, and referring object detection is required.
• Video processing position: In-depth knowledge of video summarization, key-frame extraction, and test-time domain adaptation is required.
• Demonstrated capability to conduct innovative research.
• The ability and willingness to adapt and incorporate novel ideas and approaches in scientific industry.
• Demonstrated ability to formulate hypothesis and design effective experimental plans.
• Ability to design and implement new experimental methods.
• High-level expertise in the required experiment or modelling methods.
• Ability to initiate collaboration research in multidisciplinary team.
• Oversee and report project progress.
• Ability and willingness to work some flexible hours.
• A strong publication record at top AI conferences or journals, such as CVPR, ICCV, ECCV, NeurIPS, ICML, ICLR, TPAMI, TIP, TIFS, and TMM
• Preferably publications related object detection, watermarking or video processing
• Strong software implementation skills.
• Preferably 4 years+ research experience, including PhD study.

We regret that only shortlisted candidates will be notified.

Hiring Institution: NTU