Research Fellow (Collaborative Machine Learning)

National University of Singapore, Singapore

Updated: 11 months ago
Location: Kent Ridge,
Deadline: The position may have been removed or expired!


Job Description

Job Summary: The Research Fellow will be responsible for undertaking in-depth research and innovation in machine learning, data science, and artificial intelligence on trusted collaborative machine learning that lead to publications in top-tier international conferences and journals, as well as real-world implementations.

Responsibilities:

  • Develop new concepts and algorithms in data science, machine learning, and artificial intelligence for trusted collaborative machine learning;
  • Be up-to-date on state-of-the-art methodologies in related technical fields and application domains;
  • Develop ideas for application of research outcomes;
  • Contribute to knowledge exchange activities with external partners and collaborators;

Requirements
  • A PhD in Computer Science, with specialization related to machine learning, data mining, artificial intelligence or databases;
  • Proven ability to conduct independent research with a strong and relevant publication record;
  • Prior experience in federated learning, Bayesian optimization, or privacy/security research in data sharing would be a plus;
  • Experienced in using the latest machine learning, AI, and big data platforms;
  • Excellent interpersonal communication and oral presentation skills in English


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