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Research Fellow, Rolls-Royce@NTU Corporate Lab

Employer
NANYANG TECHNOLOGICAL UNIVERSITY
Location
Singapore
Closing date
10 Aug 2020

Job Details

NTU Main Campus, Singapore

Rolls-Royce@NTU Corporate Lab is looking for a Research Fellow to work on a project on Artificial Intelligence for smart discovery, a sub-project under Data Analytics and Complex Systems. The project aims to provide data analytics users (e.g. data scientists, subject matter experts, laymen, etc..) with tools and processes to examine large datasets and overcome tedious and time-consuming processes such as: Signal enhancement, feature generation and visualization; Knowledge representation and real time analysis.

This project will have the following key deliverables:

  • Baseline prototype development for feature engineering
  • Enhancement on baseline system for smart discovery
  • Demonstration of final prototype of knowledge discovery and layman analytics capability
  • Development of novel algorithms and IPs related to the project scope

Job Responsibilities

  • Conduct in-depth research on time-series data to examine various features associated with rare events detection, automatic identification of important parameters, weak signal detection and enhancement and unsupervised clustering of time series data
  • Prototype development for feature engineering and enhancement on baseline systems for smart discovery
  • Explore novel machine learning based algorithms to automate and speed up feature engineering for time series data

Job Requirements

  • PhD in one of the following areas: Data Analytics, Machine Learning, AI or related fields
  • Good experiences in one or more of the following areas: time series data analysis, signal enhancement and feature extraction, auto feature engineering tools, big data processing, machine learning algorithms, neural networks
  • Excellent programming skills in PYTHON, R, MATLAB, C/C++, etc.
  • Excellent analytical, technical and problem-solving skills
  • Good publication record in reputable journals and/or conferences
  • A team player with good people skills, innovative, resourceful and self-motivated
  • Strong verbal and written communication skills.

The successful candidate will receive a competitive remuneration package which commensurate with their qualifications and experience.

Please note that only shortlisted candidates would 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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