NATIONAL UNIVERSITY OF SINGAPORE

Research Assistant, Artificial Intelligence

Expiring today

Location
Singapore
Posted
Monday, 20 September 2021
End of advertisement period
Wednesday, 20 October 2021
Ref
3582944
Contract Type
Permanent
Hours
Full Time

Job Description

We are seeking a highly motivated candidate to work with a team of dynamic professionals to undertake cutting edge research in datascience to support the mission of translating innovations into products to advance the capabilities of health IT, and conduct studies on its effectiveness and its effect on health care quality. He/she would be dealing with huge volume of data and exercise their expertise in datascience. With state-of-the-art machine learning/deep learning models, he/she will collaborate with clinicians to provide solutions and to develop models to advance healthcare and the discovery of new knowledge with advanced analytics.

Responsibilities

  • 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

  • Bachelor’s degree 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 a plus
  • Background in or exposure to healthcare data is a plus
  • Good problem-solving skills
  • Good written and verbal communication skills

More Information

Location: Kent Ridge Campus
Organization: Yong Loo Lin School of Medicine
Department : Surgery
Employee Referral Eligible: No

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