Data Scientist

at  Tan Tock Seng Hospital

EDUCATION MINIMUM REQUIREMENT:

• Minimum Bachelor’s degree in computer science or related fields with strong statistical modelling and machine learning skills
• Master’s degree in related fields is preferred

REQUIRED EXPERIENCE AND SKILLS:

• Hands-on experience in the development of end-to-end data analytics solutions and machine learning pipeline including data exploration/extraction/crawling, data processing, and model building
• Hands-on experience on development of AI models in NLP is a plus
• Proficient in programming in AI related frameworks in any relevant language (e.g. R, Python)
• Knowledge and experience in machine learning platform and services from cloud providers such as AWS, GCP, Azure
• Familiarity with healthcare data, medical image is a plus
• Experience in leading AI projects and virtual team
• Strong problem-solving skills with the ability to work independently and in a team
• Good written and verbal communication skills, including the ability to communicate technically and non-technically with ability to translate between the two
• Experience with Health IT, EMR systems like EPIC/NGEMR is an advantage.
• Experience with data engineering in healthcare systems is an advantage

IN THIS ROLE, YOU WILL:

• Research and develop machine learning models in various clinical areas such as clinical notes, medical images, and patients’ data
• Develop, train and test AI models in the local medical domain
• Work with the service team to design and architect the workflow of the data and algorithms including data input, output, and storage between various health IT systems
• Lead in the gathering of requirements and data by working and coordinating with clinicians and other relevant internal and external stakeholders
• Work with the service team to develop and deploy necessary AI models for NHG
• Document clearly explaining how the algorithms have been implemented, verified, and validated