NATIONAL UNIVERSITY OF SINGAPORE

Research Fellow, Mechanical Engineering

Location
Singapore
Posted
Friday, 14 May 2021
End of advertisement period
Sunday, 13 June 2021
Ref
3452144
Contract Type
Permanent
Hours
Full Time

Job Description

We are seeking a self-motivated candidate to enhance the quality of research in the fields of machine learning and deep learning in ultraprecision/precision manufacturing. He/she should possess a strong interest in the following mentioned research areas: 

  • Ultraprecision/precision machining 
  • Application of machine learning/deep learning in manufacturing 
  • Signal processing (force, acoustic emission) and data analysis The job scope includes: 
  • Lead either advanced manufacturing or smart manufacturing to develop AI methods for process optimization and prediction 
  • Deploy/develop advanced data analysis and machine learning/deep learning methods for process/machine tool monitoring and smart manufacturing/tooling 
  • Contribute to academic research in the relevant domains and publish high-tier journal papers 

Qualifications

  • PhD in Mechanical Engineering, Computer Engineering, Computer Science, Electrical and Electronic Engineering, or a relevant area. 
  • Expertise and work experience in programming with at least one language, e.g., Python, R, Java, SQL, Julia, C# or C++, etc. 
  • Excellent command of English. 
  • Outstanding academic/publication records in machine learning/deep learning 
  • Outstanding data analytics, mathematical, and computer modelling skills. 
  • Research experience in machine learning, data mining, big data analytics, artificial intelligence, etc. 
  • Expertise in the digital twin of machining tools and processes will be a definite advantage. 

More Information

Location: Kent Ridge Campus
Organization: Engineering
Department : Mechanical Engineering

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