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Research Associate (AI-based Process Monitoring)

ntu · NTU Main Campus

🇬🇧 English
Python MATLAB

Job description

About the role

We are looking for a Research Associate to develop novel AI methods for process monitoring in laser-based metal additive manufacturing. The role focuses on thermal field modelling, multi-physics numerical simulations, machine learning and process parameter optimisation.

Key responsibilities

  • Collect thermal data from metal additive manufacturing process
  • Develop cost‑efficient and data‑efficient AI models
  • Perform process anomaly and material defects detection
  • Implement real‑time process monitoring for layer‑wise printing
  • Collaborate with internal and external stakeholders on energy systems
  • Maintain lab equipment and manage procurement with suppliers
  • Produce high‑quality reports and documents consolidating research findings
  • Mentor thesis‑based undergraduate and master students
  • Assist in proposal writing

Required profile

  • Master's degree or above in Mechanical, Structural, Energy, Industrial Engineering, Machine Learning or related fields
  • Expertise in laser‑based metal additive manufacturing processes
  • Experience in data‑driven AI and machine‑learning research
  • Proficiency in programming languages such as C++, Python, and/or MATLAB
  • Strong understanding of research methodologies, data analysis and statistical techniques
  • Ability to work independently and collaboratively within a team
  • Effective written and verbal communication skills for technical content and presentations
  • Strong analytical and problem‑solving skills to interpret research data
  • Attention to detail and commitment to ethical research standards
  • Passion for research and contribution to meaningful projects; publication record is a plus

Required skills

  • C++
  • Python
  • MATLAB

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Published 1 week ago

Expires 1 month from now

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ntu

NTU Main Campus