Job Title: Research Fellow (LLM for Construction Safety)
University-Level Unit: College of Design and Engineering
Faculty/Department-Level Unit: Civil and Environmental Engineering
Employee Category: Research Staff
Location_ONB: Kent Ridge Campus
Posting Start Date: 16/04/2026
Job Description
The Department of Civil and Environmental Engineering at the National University of Singapore (NUS) is seeking a highly motivated and talented Research Fellow (RF) to join a groundbreaking, government-funded research project: MIDAS. This project aims to transform Design for Safety (DfS) in the construction and built environment sectors by developing an advanced, AI-driven advisory platform. MIDAS will leverage Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and multimodal data (text, images, and Building Information Models) to proactively identify design risks and recommend mitigation measures throughout a project's lifecycle.
The successful candidate will play a pivotal role in driving the core technical development of the MIDAS platform, specifically focusing on multimodal data ingestion and the RAG-based LLM reasoning engine. Key responsibilities include designing the algorithms, collaborating closely with multidisciplinary teams, and leading groups of student interns.
Job Requirements
- At least a PhD in Civil Engineering, Built Environment, Computer Science or related field from a reputable university.
- Evidence of strong publication record in top academic journals.
- Proficiency in programming languages, particularly in Python or Matlab for automation and data analysis tasks
- Proven experience working with Large Language Models and building RAG architectures.
- Familiarity with BIM, IFC and graph databases.
- Familiarity with Computer Vision techniques.
- Strong research experience, specifically in past research projects related to robotics or scenegraphs is required
- Strong written and oral communication skills.
- Open to fixed term contract.
