Research Associate, AI, A/Prof Ngiam Kee Yuan
- Employer
- NATIONAL UNIVERSITY OF SINGAPORE
- Location
- Singapore
- Closing date
- 20 Nov 2021
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- Academic Discipline
- Biological Sciences, Computer Science, Engineering & Technology, Mathematics & Statistics, Physical Sciences, Life sciences
- Job Type
- Research Related, Research Associate
- Contract Type
- Permanent
- Hours
- Full Time
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Job Description
- Research and development of machine learning models to process clinical data
- Development, training and testing of AI models in the local medical domain
- Work with the team to deploy the AI models in hybrid cloud environment
- Work with the software development team to deliver AI products
- Documentation clearly explaining how the algorithms have been implemented, verified and validated
Qualifications
- Masters in bioinformatics, statistics, computer science or related fields with good machine learning skills and software development skills
- Hands-on experience on development of AI models in areas such as NLP, imaging, speech, etc.
- Proficient with Python and AI related frameworks (such as scikit-learn, tensorflow, pytorch, etc.)
- Knowledge in machine learning platform and services from cloud provider such as AWS, GCP and Azure
- Knowledge in big data technologies including cloud computing is plus
- Ability to write/contribute to research articles, grants
- Ability to work well independently and also effectively as part of a team
- Background in or exposure to healthcare data is a plus
- Strong problem-solving and interpersonal skills
- Strong written and verbal communication skills
More Information
Location: Kent Ridge Campus
Organization: Yong Loo Lin School of Medicine
Department : Surgery
Employee Referral Eligible: No
Job requisition ID : 7412
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