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The National University of Singapore (NUS) invites applications for a Research Engineer to join the MIDAS project, advancing an AI-driven advisory platform for construction safety. You will focus on multimodal data ingestion and the RAG-based LLM reasoning engine, designing algorithms and collaborating with diverse teams.
Ideal candidates have a strong publication record, proficiency in Python/ Matlab, and experience with BIM/IFC and graph databases, with openness to fixed-term contract.
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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.
• 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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