Job Description

Join the NUHS Group Chief Technology Office (GCTO) that advocates flexible and innovative working culture. Successful candidate will be part of a team of Data Scientists and Software Developers who partner clinicians to propose, develop, and implement advanced Artificial Intelligence / machine learning models and pipelines to augment clinical workflows in NUHS cluster. The candidate will also ensure the adequacy and effectiveness of the models and tools for NUHS. You will be responsible for the following :

• Research and development of machine learning models in various clinical areas such as clinical notes, medical images, and patients\xe2\x80\x99 data
• Research and development of neural network models to analyze free text and identifying, categorizing opinions expressed in a piece of text
• Work with the team to design and architect the workflow of the data and algorithms including data input, output and storage between various health IT systems
• Work with the team to develop and deploy necessary AI models for NUHS in-house chatbot framework in hybrid cloud environment
• Optimize data analysis processes and systems for better efficiency and maintenance
• Document clearly explaining how algorithms have been implemented, verified and validated
• Lead project team to deliver AI related research and development requirement to meet the business need

• Minimum Bachelor\xe2\x80\x99s degree in computer science or related fields with strong statistical modelling and machine learning skills. Graduate degree in related fields is preferred
• 6 years of 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
• Proficient with programming in Python and AI related frameworks such as Scikit-Learn, TensorFlow, and PyTorch
• 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
• Excellent written and verbal communication skills, including the ability to communicate technically and non-technically with ability to translate between the two