Research Associate (AI-based Process Monitoring)
ntu · NTU Main Campus
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
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