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Research Fellow

1 month ago

Singapore NATIONAL UNIVERSITY OF SINGAPORE Full time
Roles & Responsibilities

Interested applicants are invited to apply directly at the NUS Career Portal

Your application will be processed only if you apply via NUS Career Portal

We regret that only shortlisted candidates will be notified.

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.

Tell employers what skills you have

Psychology
Economics
Research Skills
Python
Writing
Optimizations
Statistics
Publications
Laboratory
Research