NATIONAL CHENG KUNG UNIVERSITY

Postdoc / Research Assistant, in Machine Learning, Deep Learning, and Data Science

Location
Taiwan (TW)
Posted
28 Jun 2019
End of advertisement period
31 Dec 2019
Contract Type
Permanent
Hours
Full Time

  

Title: Postdoc / Research Assistant, in Machine Learning, Deep Learning, and Data Science

Department / College: Institute of Data Science, National Cheng Kung University

Contract Type: Full Time

Posted / End of date: 01 July 2019 / 31 December 2019

Job Description

Research projects on machine learning, deep learning and data mining, along with applications to social network, social media, recommender systems, and information security. The potential job items include algorithm design, large-scale data processing, system development, and project writing. Below lists five ongoing projects.

(1) Deep learning-based information diffusion forecasting on social network

(2) Privacy-preserving machine learning and deep learning

(3) Cross-domain, cross-lingual, cross-platform deep recommender systems

(4) Network representation learning on knowledge graphs with applications

(5) Fairness, security, and ethical issues on machine learning and deep learning

For more about our research, please visit the PI’s website.

http://myweb.ncku.edu.tw/~chengte/

Requirement

Background: Ph.D. degree on computer science, data science, artificial intelligence, electoral engineering, mathematics, or statistics. Candidates should have great research enthusiasm, and strong capability on machine learning and deep learning programming. It would be beneficial if the candidates have related experiences on machine learning and deep learning. In addition, the persons we are searching for have good oral and written communication skills. The candidates must provide evidence of the ability to publish scientific papers.

Application

The application must include:

  • CV, certificates and diplomas
  • List of publications with bibliographical references. If it is difficult to identify your contribution to joint works, you must attach a brief description of your participation.
  • Brief research plan stating your future research interests
  • Name and address of three potential references
  • Documentation of English language proficiency (e.g. TOEFL, IELTS, etc.) if English language is not the applicant's mother tongue
  • Reference letters

Submit your application with your CV, diplomas and certificates in PDF format via email   chengte@mail.ncku.edu.tw . Qualified applicants invited for interview must bring certified copies of certificates and diplomas.

Funding Information

Postdoc researchers and research assistants will be supported by funding from Ministry of Science and Technology (MOST) Taiwan and Academia Sinica.

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