Postdoc/researcher positions in software engineering research
Department of Computer Science and Engineering
The Hong Kong University of Science and Technology
The CASTLE research group (http://castle.cse.ust.hk) is looking for
a postdoctoral fellow to be funded by the Hong Kong Innovation and Technology Commission on a project for the testing and analysis of deep learning systems. The project focuses on the methodologies to develop and maintain dependable deep learning systems. The postdoc fellow will help carry out the following duties:
- Conduct analysis on large data sets as well as advance existing testing and analysis techniques for large systems that are built on top of many libraries (including deep learning libraries)
- Work seamlessly with other research staff to conduct research experiments on open-source projects and open data
- Publish research findings at related top-tier research venues
- Provide assistance in technology transfer of the developed methodology
- Provide assistance in collaborating with research and industry partners
- Provide assistance in the project documentation
Qualifications:
- Conduct analysis on large data sets as well as advance existing testing and analysis techniques for large systems that are built on top of many libraries (including deep learning libraries)
- Work seamlessly with other research staff to conduct research experiments on open-source projects and open data
- Publish research findings at related top-tier research venues
- Provide assistance in technology transfer of the developed methodology
- Provide assistance in collaborating with research and industry partners
- Provide assistance in the project documentation
Preferred Qualifications:
- Experience in conducting studies using datasets from open-source projects or open data
- Experience in building tools and/or research artifact
- Experience in software fault/issue detection and repair
- Experience in software testing and analysis
- Experience in multimedia systems (e.g., augmented reality) development
- Experience in deep learning
- Experience in big data analysis and subgraph matching
- Experience in human behavior (e.g., analysis of human behavior)
- Experience in technology transfer
Contract duration: From now until June 2023
Salary: Competitive
Application: Please send an email to scc@cse.ust.hk with your CV. The positions are open until they are filled.
Contact person: Shing-Chi Cheung (email: scc@cse.ust.hk)