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Research Fellow, Computer Science/Electrical Engineering

Employer
NANYANG TECHNOLOGICAL UNIVERSITY
Location
Singapore
Closing date
6 Jul 2020

Job Details

NTU Main Campus, Singapore

Energy Research Institute @ NTU, ERI@N invites applications for the position of Research Fellow.

Key Responsibilities:

  • Play a leading role in the development  of AI/Machine learning algorithms for the predictive fault detection and classifications for Li Ion battery energy storage system (ESS) incorporating data driven models of the ESS developed in parallel by a companion team for improved operation safety
  • Conduct research, design and develop machine learning algorithms, RNN, GAN etc models for purposes fault/failure prediction for improved safe operation and maintenance
  • Assist the project Principal Investigator in overseeing junior researchers
  • Work closely with the AI/machine learning team to deliver the overall project KPIs
  • Responsible for regular progress reporting and presentations
  • Support ERI@N research activities including contribution to research proposals

Job Requirements:

  • PhD Degree in Computer Science/Electrical Engineering
  • Possess working experience in data driven model and machine learning algorithm development
  • Experience in AI/Machine learning model development on Tensorflow, Keras, Pytorch, Scikit-learn etc
  • Good knowledge with machine learning algorithms, like neural network, SVM, deep learning
  • Well-developed skills on battery energy storage systems operating condition monitoring and analysis, e.g., battery safety, health and etc
  • Image processing and signal processing analysis using convolutional neural network is advantageous
  • Knowledge about electricity market and grid services is advantageous
  • Independent problem solver with the ability to co-operate and work in a team

We regret that only shortlisted candidates will be notified.

Company

Young and research-intensive, Nanyang Technological University, Singapore (NTU Singapore) is placed 11th globally, and 1st among the world's top young universities for six consecutive years (QS university rankings). It is also ranked No.2 among the world's elite young universities (aged 50 and under) that have excelled in producing high-quality research (Nature Index Young Universities).


We invite you to be part of this world-class university through the prestigious Lee Kuan Yew Postdocotoral Fellowship programme. 

About Lee Kuan Yew Postdoctoral Fellowship (LKY PDF)

The prestigious Lee Kuan Yew Postdoctoral Fellowship (LKY PDF) was established in 1991 under the Lee Kuan Yew Endowment Fund. The Fellowship supports and promotes young and outstanding researchers to realise their full potential in the areas of Engineering, Science, Humanities, and Medicine.

The Fellowship will be awarded concurrently with the candidate's appointment as a research staff in NTU.

Please click here for the detailed list of research areas available in the respective Colleges/Schools/Research Centres.

Eligibility: 

• Excellent academic records and research potential.
• Recent PhD graduates, or with at most 1 postdoctoral training from a reputable university. 

Terms and Conditions: 
• The Fellowship will be tenable for a period of 3 years.  
• In addition to an attractive remuneration, the successful candidate will be awarded a research grant of S$180,000 for research consumables and research related expenditure. 

Application Procedure:

Please click here for more information.

We regret to inform that only shortlisted candidates will be notified. 

Application Closing Date: 28 February 2020

Company info
Telephone
+(65)67911744
Location
50 NANYANG AVENUE
SINGAPORE
639 798
SG

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