Postdoctoral Researcher, Urban AI & Human-Centered Design

ETH SINGAPORE SEC LTD.; Singapore; On-site; SGD 60,000 - 90,000; Full time

Job summary

ETH SINGAPORE SEC LTD. invites a postdoctoral researcher to join a multidisciplinary project on urban analytics and cognition. You will quantify how design interventions influence perception and behaviour, and help generate evidence-based guidance for high-density environments in Singapore.

You will work under senior academics, conduct large-scale field data collection, and publish results in journals and conferences, with opportunities for international collaboration and funding proposals.

Qualifications

• PhD degree completed in a relevant field.
• Demonstrable experience with machine learning tools and workflows.
• Experience deploying field data collection (online surveys, experiments).
• Research experience in end-to-end experiments and academic writing.
• Proficiency in Python and/or R; familiarity with development tools (git, AWS, etc).

Responsibilities

• Co-developing research work packages and applying deep learning to geo-spatial data and street-view imagery.
• Co-developing applications, datasets and use cases from public datasets and longitudinal studies.
• Contributing to journal and conference articles and presenting findings to international audiences.

Skills

Machine learning tools

Field data collection

Academic writing

Python/R

Education

PhD degree

Tools

HuggingFace

Keras

Torch

Git

AWS

Job description

ETH SINGAPORE SEC LTD. invites a postdoctoral researcher to join a multidisciplinary project on urban analytics and cognition. You will quantify how design interventions influence perception and behaviour, and help generate evidence-based guidance for high-density environments in Singapore.

You will work under senior academics, conduct large-scale field data collection, and publish results in journals and conferences, with opportunities for international collaboration and funding proposals.