Nanyang Technological University
Education
ProjectOfficer(ComputerEngineering/ComputerScience/ElectronicsEngineering)
Neural analysis suggests this role is
optimal for Mid+ candidates.
“Project Officer (Computer Engineering/Computer Science/Electronics Engineering) at Nanyang Technological University. Skills: Diffusion models, State-space models, Research. Summarize literature on diffusion models. Summarize literature on inference”
Industry & Context.
Highly analytical
Willingness to work some flexible hours
What They're Looking For.
Must Have
In-depth knowledge relevant to the project domain, Demonstrated capability to conduct innovative research, 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
Nice to Have
Bachelor’s degree in Computer Engineering, Computer Science, Electronics Engineering or equivalent
What You'll Do.
Summarize literature on diffusion models
Summarize literature on inference
Implement new methods for inference
Publish results in journals
Present results at conferences
Participate in internal events
How You'll Work.
Team & Collaboration
Initiate collaboration research in multidisciplinary team
Communication Scope
Verbal communication skills; Written communication skills
Process & Methodology
Oversee and report project progress
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:** * Read, understand, and summarize the latest literature on diffusion models, especially their use in sampling from un-normalized probability distributions * Read, understand, and summarize the latest literature on inference in state-space models with particle filters * Devise, implement, and inspect theoretical properties of new methods for inference using diffusion models * Publish results in reputable international journals and conferences * Present results and establish new research networks at reputable international conferences * Participate in internal events (reading groups, seminars, etc.) as required **Job Requirements:** * Preferably Bachelor’s degree 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 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 plans. * Ability to design and implement new experimental m
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