Transport Planning Research Fellow - Data-Driven Models

National University of Singapore; Singapore; On-site; SGD 70,000 - 110,000; Full time

Job summary

The National University of Singapore invites applications for a Research Fellow (Transport Planning) in the Civil and Environmental Engineering department at Kent Ridge Campus. The role focuses on developing destination choice models for future land use and transport systems using data-driven approaches.

The ideal candidate will lead funded projects, supervise research students, and contribute to proposals and reports, employing Python/Java/C++ and software like EMME or PTV Visum.

Qualifications

• PhD in a related discipline by December 2024.
• Strong knowledge in discrete choice modelling, statistical modelling, traffic simulation, ML, and optimization.

Responsibilities

• Collect relevant data for model development.
• Design tour-based destination choice models.
• Integrate models into the existing tour-based transport framework.
• Lead funded research projects, supervise students, and prepare proposals and reports.

Skills

Discrete choice modelling

Statistical modelling

Machine learning

Optimization techniques

Programming (Python/Java/C++)

Strong communication

Education

PhD in transport/related disciplines

Tools

EMME

PTV Visum

Job description

The National University of Singapore invites applications for a Research Fellow (Transport Planning) in the Civil and Environmental Engineering department at Kent Ridge Campus. The role focuses on developing destination choice models for future land use and transport systems using data-driven approaches.

The ideal candidate will lead funded projects, supervise research students, and contribute to proposals and reports, employing Python/Java/C++ and software like EMME or PTV Visum.