Job Summary:
NUHS is seeking a Data Scientist responsible for researching, developing, training, and deploying machine learning and AI models in the medical domain, collaborating with software teams, and documenting algorithm implementations. This role will be part of the National University 6G AI Centre (NXAC) at NUHS.
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.
Requirements:
- Bachelor’s degree in bioinformatics, statistics, computer science or related fields with good machine learning skills and software development skills.
- Fresh graduates are welcome to apply.
- 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.
- Background in or exposure to healthcare data is a plus
- Good problem-solving skills
- Good written and verbal communication skills