AI Engineer

CES ENGINEERING & CONSTRUCTION PTE. LTD.

Singapore
Not specified
Python programming proficiency
Tensorflow and pytorch experience
Production ml model deployment
CES Engineering & Construction Pte. Ltd. is seeking an AI Engineer to develop and deploy machine learning models tailored for the construction industry. The role emphasizes collaboration, data engineering, and optimization of AI solutions to enhance project management and operational efficiency

Job Summary

  • The role involves implementing and fine-tuning Large Language Models for construction drawing component recognition and quantity take off.
  • Candidates will build RAG systems to process unstructured data like contracts and safety manuals for instant compliance checking.
  • The position requires moving models from proof-of-concept to production while ensuring scalability and performance monitoring.

Matching Summary

Match Score: 85

CES Engineering & Construction Pte. Ltd. is seeking an AI Engineer to develop and deploy machine learning models tailored for the construction industry. The role emphasizes collaboration, data engineering, and optimization of AI solutions to enhance project management and operational efficiency.

Skills & Requirements

Must-have

  • Python programming proficiency
  • TensorFlow and PyTorch experience
  • Production ML model deployment
  • LLM fine-tuning and RAG systems
  • SQL and data manipulation skills

Nice-to-have

  • AEC industry background knowledge
  • BIM software and IFC file expertise
  • Edge deployment on IoT devices
  • Collaboration with digitalisation engineers
  • ConTech research application

Key Requirements

  • Recognized degree in Civil or Computer Engineering
  • Minimum 3 years of ML model deployment experience
  • Proficiency in Python, Java, TensorFlow, or PyTorch

Work Rights

Not specified

Tailored Resume

Cover Letter