NTU
ResearchAssociate(ComputerScience/ComputerEngineering/ElectronicsEngineering/AI/MachineLearning)
Neural analysis suggests this role is
optimal for Mid+ candidates.
“Research Associate (Computer Science/Computer Engineering/Electronics Engineering/AI/Machine Learning) at NTU. Skills: Computer vision, Machine learning, Generative AI, 3D/4D generation. Conduct research on 3D/4D scene reconstruction. Conduct research on rendering”
Industry & Context.
Highly analytical
What They're Looking For.
Must Have
Master's degree, Solid programming skills, Python, PyTorch, Demonstrated ability to conduct innovative research, Ability to design and implement new experimental methods, High-level expertise in required methods
Nice to Have
PhD preferred, Research record in computer vision, Research record in machine learning
What You'll Do.
Conduct research on 3D/4D scene reconstruction
Conduct research on rendering
Conduct research on scene understanding
Conduct research on interaction
Develop generative AI for video generation
Develop generative AI for 3D/4D generation
Develop vision-language models
Develop vision-language-action systems
Support large-scale data pipelines
Publish in top-tier venues
Contribute to open-source releases
Mentor junior researchers
Report project progress
How You'll Work.
Team & Collaboration
Multidisciplinary team
Communication Scope
Verbal communication; Written communication
Full Job Description
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. **Key Responsibilities:** * Conduct research on 3D/4D scene reconstruction and rendering (e.g., NeRF, 3D Gaussian Splatting, novel view synthesis) and on scene understanding and interaction. * Develop generative AI for video and 3D/4D generation, world models, and vision-language models (VLMs) / vision-language-action (VLA) systems, with supporting large-scale data pipelines. * Publish in top-tier venues, contribute to open-source releases, mentor junior researchers, and report project progress. **Job Requirements:** * Master’s degree in Computer Science, Computer Engineering, Electronics Engineering, AI, Machine Learning or equivalent (PhD preferred). * Strong research record in computer vision / machine learning, with solid programming skills (e.g., Python, PyTorch) and demonstrated ability to conduct innovative research. * Independent, highly analytical, proactive and a team player * Excellent teamwork and verbal, written communication skills * In-depth knowledge relevant to the project domain. * 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 p
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