Research Fellow
2 weeks ago
Company description:
The National University of Singapore is the national research university of Singapore. Founded in 1905 as the Straits Settlements and the Federated Malay States Government Medical School, NUS is the oldest higher education institution in Singapore
Job description:
Job Description
Applications are invited for a Research Fellow position in Dr Prateek Bansal's research group at the National University of Singapore (NUS).
The project involves generating synthetic population with inter-intra household structure and its activity schedules in activity-based models by leveraging Large Language Models (LLMS):
(i) Using LLMs + Statistical models for generating synthetic populations.
(ii) Using LLMs + Statistical models for generating activity schedules
(iii) Writing research papers.
The successful applicant is expected to pursue independent as well as collaborative research, must be willing to participate in writing grant proposals and help supervise doctoral/postgraduate research students.
Job Requirements
• Possess a PhD in Travel behaviour, Management, Economics, Statistics, Psychology, or related disciplines.
• Has good understanding of discrete choice experiments and model estimation.
• Has strong background in optimization methods.
• Is proficient in programming econometric models in R, Python, or MATLAB.
• Good written and verbal communication skills.
• PhD candidates without experience are welcome to apply.
• Open to fixed-term contract.
More Information
Location: Kent Ridge Campus
Organization: College of Design and Engineering
Department : Civil and Environmental Engineering
Employee Referral Eligible: No
Job requisition ID : 30050
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