NTU招聘多个研究员 数据分析 机器学习等方向

NTU招聘多个研究员， RF（博士学历）, RA（硕士学历）, PO（本科学历），数据分析(Data analytics)，机器学习方向(machine learning), text mining，optimization等方向。
请在申请的时候，指明申请的职位编号。


(1). Research Fellow (Ref number: 3.1)
https://www.jobstreet.com.sg/en/job/5929651/sources/1

The Data Analytics Research group under the School of Computer Engineering for Rolls-Royce@NTU Corporate Laboratory has one research fellow opening in the areas of Machine Learning, Active Learning, Online Learning, Transfer Learning, Deep Learning & Optimization.
The position involves applying scientific, technical and software engineering skills to conduct research and the development of prototypes demonstrating the successful application of the research.

Job Requirements

The candidate must have a Ph.D. in Computer Science, or Electrical & Electronics Engineering with a focus on Machine Learning, Data Analytics and Optimization. Independent research experiences and/or experiences in developing and deploying machine learning & optimization technology capabilities to both academic and industrial environment are expected. Practical expertise with the use of Machine Learning or data analytics and optimization, and fluency in C/C++ or Java is a plus.

_______________________________________________________________________
(2). Research Fellow (Ref. Number 3.4)
https://www.jobstreet.com.sg/en/job/5931600/sources/1

The Data Analytics Research group under the School of Computer Engineering for Rolls-Royce@NTU Corporate Laboratory has one Research Fellow opening in the areas of machine learning & Optimization.
The position involves applying scientific, technical and software engineering skills to conduct research and the development of prototypes demonstrating the successful application of the research.


Job Requirements

The candidate must have a Ph.D. in Computer Science, or Electrical & Electronics Engineering with a focus on Machine Learning, Data Analytics, Optimization or related areas. Independent research experiences and/or experiences in developing and deploying machine learning & optimization technology capabilities to both academic and industrial environment are expected. Practical expertise with the use of Machine Learning or data analytics and optimization, and fluency in C/C++ or Java is a plus.

_______________________________________________________________________
(3). Research Associate (Ref. Number 3.4)
https://www.jobstreet.com.sg/en/job/5931606/sources/1

The Data Analytics Research group under the School of Computer Science and Engineering for Rolls-Royce@NTU Corporate Laboratory has one Research Associate opening in the areas of machine learning, and optimization.
The position involves applying scientific, technical and software engineering skills to conduct research and the development of prototypes demonstrating the successful application of the research.

Job Requirements

The candidate must have a master degree in Computer Science, Statistics or Mathematics, and be familiar with Machine Learning, Data Analytics, or Optimization techniques. Independent research experiences and/or experiences in developing and deploying machine learning & optimization technology capabilities to both academic and industrial environment are expected. Practical expertise with the use of machine Learning or data analytics and optimization, and familiar with Python, or Java.

_______________________________________________________________________
(4). Research Assistant (Ref. Number 3.4)
https://www.jobstreet.com.sg/en/job/5931604/sources/1

The Data Analytics Research group under the School of Computer Science and Engineering for Rolls-Royce@NTU Corporate Laboratory has one Research Assistant opening in the areas of machine learning, and optimization.
The position involves applying scientific, technical and software engineering skills to conduct research and the development of prototypes demonstrating the successful application of the research.


Job Requirements

The candidate must have a bachelor degree in Computer Science, Statistics or Mathematics, and be familiar with Machine Learning, Data Analytics, or Optimization techniques. Independent research experiences and/or experiences in developing and deploying machine learning & optimization technology capabilities to both academic and industrial environment are expected. Practical expertise with the use of machine Learning or data analytics and optimization, and familiar with Python, or Java.

_______________________________________________________________________
(5). Research Fellow (Ref. Number 3.5)
https://www.jobstreet.com.sg/en/job/5939723/sources/1

We have one position for Research Fellow in machine learning for data analytics is immediately available at Rolls-Royce@NTU Corporate Lab. The successful applicant will be responsible for conducting research in the field of online large-scale data analytics.

Job Requirements

PhD in Computer Science or Computer Engineering from a top university.
Must have experience on learning based classification / regression tasks / global metamodeling & optimization.
Must have publications in top machine learning venues other related top venues.
Have Knowledge and experience on Gaussian Process and deep learning.
Strong programming skills in MATLAB and Python / C++.
Good interpersonal skills, with the ability to work independently.


_______________________________________________________________________
(6). Project Officer (Ref. Number 3.6)
https://www.jobstreet.com.sg/en/job/5930112/sources/1

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

The successful applicant will be responsible for the development of text mining algorithms, APIs, and applications. This includes:
Developing text mining algorithms for name entity extraction and event detection.
Building prototype based on the developed model and algorithms, and testing them for functionality and performance.
Working with industry partners to test and adapt these prototypes to their needs.


Job Requirements

Bachelor in Computer Science, or related areas
Experience and Excellent background in text mining, in particular, name entity extraction, event detection, ontology, etc.
Proficient with programming languages (e.g., Java) and ability to build prototype and software systems
Track record in doing research on text mining
Excellent ability to communicate clearly, with the ability to work with a team of researchers and industry


_______________________________________________________________________
(7). Research Fellow (Ref. Number 3.7)
https://www.jobstreet.com.sg/en/job/5933028/sources/1

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 the development of text mining algorithms, APIs, and applications. This includes:
Developing text mining algorithms for name entity extraction and event detection.
Building prototype based on the developed model and algorithms, and testing them for functionality and performance.
Working with industry partners to test and adapt these prototypes to their needs.
Develop and implement algorithms for data mining and query processing on large-scale data.
Analyse and visualize the results from data mining and query processing.
Participate in the cutting-edge research in predictive/forecasting analytics, time series analytics.


Job Requirements

The candidate must have a Ph.D. with a focus on Data Mining, time series analysis and predictive modelling. Independent research experiences and/or experiences in developing and deploying algorithms for data mining, data engineering and visualization. Practical expertise with prognosis and health management and cloud environment is a plus.
Doctor of Philosophy Degree / Ph.D. Candidate in Computer Science or related fields.
Experience with python, MySQL, MS SQL, R, Visualization Tools, Java.
Experience in MS Azure or ML studio or equivalent cloud computing is preferable