NANYANG TECHNOLOGICAL UNIVERSITY

Research Fellow, Computer Science/Physics/Mathematics

Location
Singapore
Posted
09 Nov 2020
End of advertisement period
09 Dec 2020
Ref
R00004280
Contract Type
Permanent
Hours
Full Time

A Research Fellow position is available in Rolls-Royce@NTU Corporate Lab.

Job Responsibilities

  • Develop machine learning and AI methods to address real-world problems given by Rolls-Royce
  • Engage Rolls-Royce stakeholders to capture requirements, formulate research problems, and present findings
  • Test and evaluate the algorithms, identify their weaknesses and improve them
  • Guide junior researchers in the team
  • Prepare reports and scientific papers

Job Requirements

  • PhD in Computer Science, Physics, Mathematics or related areas
  • Experience and excellent background in machine learning, AI and pattern recognition
  • Proficient with programming languages (e.g., Python, Matlab) and ability to build prototype systems at a pace
  • Familiar with classical machine learning algorithms and deep learning methods
  • Hands-on experience with Tensor Flow, Keras, MXnet, Caffe, Torch, or other deep learning framework
  • Excellent ability to communicate clearly, with the ability to work with a team of researchers and industry
  • Track records in publishing in top-ranked journals/conferences
  • Knowledge on time series predication, ordinary differential equations, and partial differential equations is preferable

We regret only shortlisted candidates will be notified.

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