Executive, AIO Innovation Office - Singapore - NUHS Singapore

    NUHS Singapore
    NUHS Singapore Singapore

    1 month ago

    Default job background
    $80,000 - $120,000 per year Upper Management / Consulting
    Description

    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.

    Key Responsibilities

    • 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
    • Lead in the gathering of requirements and data by working and coordinating with clinicians and other relevant internal and external stakeholders
    • 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
    • Lead project to deliver AI related research and development requirement to meet the business need

    Requirements

    • Minimum Bachelor's degree in computer science or related fields with strong statistical modelling and machine learning skills. Graduate degree in related fields may apply
    • 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 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
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