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Research Engineer (LLM for Construction Safety)

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National University of Singapore (NUS)

Kent Ridge Campus

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Research Engineer (LLM for Construction Safety)

Research Staff

2026-06-20

Location

Kent Ridge Campus

National University of Singapore

Type

Fixed-term Research Staff

Required Qualifications

Bachelor’s/Master’s in Civil Engineering, Built Environment, or Computer Science
Strong publication record
Python/Matlab proficiency
LLM & RAG architectures
BIM, IFC, graph databases
Robotics/scene graphs research experience

Research Areas

Large Language Models (LLMs)
Retrieval-Augmented Generation (RAG)
Construction Safety (DfS)
Multimodal data (text, images, BIM)
AI-driven advisory platform
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Research Engineer (LLM for Construction Safety)

Research Engineer (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: 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 Engineer 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 assisting with 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 bachelor’s in Civil Engineering, Built Environment, Computer Science or related field from a reputable university. Masters will be preferred.
  • Evidence of strong publication record in top academic journals
  • Proficiency in programming languages, particularly in Python or Matlab for automation and data analysis tasks
  • Familiarity working with Large Language Models and building RAG architectures.
  • Familiarity with BIM, IFC and graph databases.
  • Strong research experience, specifically in past research projects related to robotics or scene graphs is required
  • Strong written and oral communication skills.
  • Open to fixed-term contract

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Frequently Asked Questions

🎓What are the key qualifications for the Research Engineer role at NUS?

Candidates need at least a bachelor’s degree (Master’s preferred) in Civil Engineering, Built Environment, Computer Science, or related fields from a reputable university. A strong publication record in top journals is essential, along with research experience in robotics or scene graphs. Check research jobs for similar roles or tips on thriving in research.

💻What skills are required for LLMs and RAG in this construction safety project?

Proficiency in Python or Matlab for automation and data analysis is required. Familiarity with Large Language Models (LLMs), building RAG architectures, and working with BIM, IFC, and graph databases is crucial. Explore research assistant jobs to build these skills.

🔬What is the MIDAS project and my responsibilities?

MIDAS is a government-funded project transforming Design for Safety (DfS) using an AI-driven platform with LLMs, RAG, and multimodal data (text, images, BIM). Responsibilities include developing multimodal data ingestion, RAG-based LLM reasoning, algorithm design, team collaboration, and leading interns. Learn more via higher ed jobs.

📅What is the application process and deadline for this NUS position?

Applications open from 16/04/2026 with deadline 2026-06-20. Apply via the provided link in the posting. Prepare CV highlighting publications and relevant experience. Visit free resume template and cover letter template for guidance.

📍Is this a fixed-term role and what about location at Kent Ridge Campus?

Yes, candidates must be open to a fixed-term contract as Research Staff at Kent Ridge Campus, NUS. Strong communication skills are needed for multidisciplinary collaboration. See university jobs in Singapore for location insights.

🚀How to prepare for research in construction safety with LLMs?

Focus on past research projects in robotics or scene graphs. Gain hands-on with LLMs and BIM. Resources like excelling as a research assistant can help build your profile.

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