Senior Assistant Manager, AIO Innovation Office (Contract)

Job ID:  6416
Job Function:  Administration
Institution:  National University Health System

Overview
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.

 

Job Responsibilities

  • Research and develop Chatbot and our online electronic Patient Reported Outcome Measurement platform.  
  • 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 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 hybrid cloud environment.
  • Document clearly explaining how the algorithms have been implemented, verified and validated.
  • Launch different clinical projects and customize the platform to the user needs.
     

Requirements

  • Bachelor’s degree in computer science or related fields with strong machine learning skills. Graduate degree in related fields is preferred.
  • Experience with agile development methods and scrum frameworks.
  • Hands-on experience in the development of end-to-end data 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 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