Research Fellow (AI + Mobility)
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):
- Using LLMs + Statistical models for generating synthetic populations.
- Using LLMs + Statistical models for generating activity schedules
- 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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