南洋理工大学 CS 博士后需求

Vicky_ZengUID: 3948822

Center: SCRiPTS @ NTU



Job Title: Research Fellow



Job Description & Specifications:

SCRiPTS @ NTU is currently looking for a candidate to join them as a Research Fellow.



The successful applicant will be responsible for

·           Develop machine learning, AI and optimization algorithms to address real-world problems given by the center.

·           Engage industrial and governmental partners of the center 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, 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 frameworks.

·           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

Experience on distributed learning, ensemble learning and transfer learning is preferable.



Min. Years of Experience:

4 years including PhD study.



Application Procedure:

Interested applicants please send your full CV to adamskong@ieee.org with email title Research Fellow Application.  

  



Center: Rolls-Royce@NTU Corporate Lab



Job Title: Research Fellow



Job Description & Specifications:

Rolls-Royce@NTU Corporate Lab is currently looking for a candidate to join them as a Research Fellow.



The successful applicant will be responsible for

·           Develop machine learning, AI and optimization algorithms 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, 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

·           Experience on optimization, time series and transfer learning is preferable

·           Background in electric engineering would be a plus



Min. Years of Experience:

4 years including PhD study.



Application Procedure:

Interested applicants please send your full CV to adamskong@ieee.org with email title Research Fellow Application.