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Research Associate (AI, A/Prof Ngiam Kee Yuan)

Date: 08-Jan-2022

Location: Kent Ridge Campus, SG

Company: National University of Singapore

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