Research Fellow: 3D Vision & Generative AI

Nanyang Technological University, Singapore (NTU Singapore); Singapore; On-site; SGD 70,000 - 110,000; Full time

Job summary

NTU Singapore's College of Computing and Data Science (CCDS) invites applications for a research role focusing on 3D/4D scene reconstruction, generative AI for video and 3D data, and scalable data pipelines. The successful candidate will contribute to cutting-edge projects and publish in top venues.

Candidates should hold a PhD in relevant fields and possess strong research in computer vision and machine learning, with proficiency in Python and PyTorch, and excellent communication.

Qualifications

• PhD in CS/CE/AI or equivalent with strong research in CV/ML.
• Proficient in Python/PyTorch and experimental research.
• Independent, analytical, proactive, and collaborative.
• Excellent verbal and written communication.

Responsibilities

• Conduct research on 3D/4D scene reconstruction and rendering (NeRF, 3D Gaussian Splatting, novel view synthesis).
• Develop generative AI for video and 3D/4D generation, world models, and VLMs/VLA systems with data pipelines.
• Publish in top venues, contribute to open-source releases, mentor junior researchers, and report progress.

Skills

Computer vision

Machine learning

Python

PyTorch

Education

PhD in Computer Science or related field

Tools

Python

PyTorch

Job description

NTU Singapore's College of Computing and Data Science (CCDS) invites applications for a research role focusing on 3D/4D scene reconstruction, generative AI for video and 3D data, and scalable data pipelines. The successful candidate will contribute to cutting-edge projects and publish in top venues.

Candidates should hold a PhD in relevant fields and possess strong research in computer vision and machine learning, with proficiency in Python and PyTorch, and excellent communication.