Research Fellow (Collaborative Machine Learning)
National University of Singapore-
Job Type
Full Time -
Experience
0-2 year -
Salary
S$75,000 - S$155,000 / Year -
Location
Singapore -
Job Function
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Industry
Information Technology -
Qualification
Key Skills
Java Programming, Python Programming, C++, C Programming, SQL, Cloud computing, Scala Programming, Machine learning techniques, Data science techniques, MATLAB Programming, PyTorch, TensorFlow, R Programming
Job Description
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
Company Info.
National University of SingaporeThe National University of Singapore is a national research university in Singapore. Founded in 1905 as the Straits Settlements and Federated Malay States Government Medical School, NUS is the oldest autonomous university in the country.
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IndustryEducation
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No. of Employees2,555
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LocationQueenstown, Singapore
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Website
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Jobs Posted
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National University of Singapore is currently hiring Research Fellow, Machine Learning Jobs in Singapore with average base salary of S$75,000 - S$155,000 / Year.
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