Research Associate

1 week ago

Singapore Nanyang Technological University Full time

Join Our Team at the School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore

Key Responsibilities:
- Research & Development
- Conduct original research in robust Bayesian inference, for both batch and online problems.
- Explore cutting-edge advancements in robust inference and relate it to the main research objective.- Experimentation & Implementation
- Develop and implement the related algorithms, models, and techniques.
- Perform rigorous benchmarking and evaluation of the developed models.
- Optimize algorithms for efficiency and scalability.- Collaboration & Mentorship
- Work closely with the PI and the project team.
- Collaborate with PhD students, undergraduate researchers, and postdocs.- Writing & Publications
- Prepare and submit research papers to peer-reviewed conferences and journals.
- Write technical reports and research documentation.
- Present research findings at conferences.

Job Requirements:
- Educational Qualifications
- MSc in Statistics, Computer Science, Applied Mathematics, or a related field.
- Research background in Statistics or Machine Learning.
- Proven ability to conduct independent research.- Technical Competencies
- Mathematical & Statistical Foundations: Strong understanding of statistics, probability, optimization, linear algebra, and probabilistic modeling.
- Programming & Software Development: Proficiency in Python
- Computing: Experience with real datasets and parallel computing- Research & Analytical Skills
- Ability to design and execute experiments for evaluating Statistical models.
- Critical thinking and problem-solving abilities.- Soft Skills
- Communication: Ability to present research findings effectively through writing and presentations.
- Collaboration: Experience working in interdisciplinary teams with researchers from diverse backgrounds.
- Project Management: Ability to manage research projects, and meet deadlines.
- Adaptability & Innovation: Willingness to explore new methodologies.

Hiring Institution: NTU

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