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Data Scientist

Data Scientist

Tan Tock Seng HospitalSingapore, Pedra Branca, Singapore
19 days ago
Job description

Join to apply for the Data Scientist role at Tan Tock Seng Hospital

Join to apply for the Data Scientist role at Tan Tock Seng Hospital

We are leading an AI Lab, pioneering in the field of artificial intelligence in healthcare. Our mission is to revolutionalise the way AI models are developed and deployed, making it accessible and efficient for healthcare use. We are committed to creating an AI platform that empowers data scientists and engineers to bring their AI models from conception to production seamlessly.

Successful candidate will be part of a team of Data Scientists who partner clinicians to propose, develop, and implement advanced Artificial Intelligence / Machine Learning Models and pipelines to augment clinical workflows in NHG cluster. The candidate will also ensure the adequacy and effectiveness of the models and tools for NHG.

Primary Responsibilities

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 validate

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
  • Seniority level

    Seniority level

    Entry level

    Employment type

    Employment type

    Full-time

    Job function

    Job function

    Engineering and Information Technology

    Industries

    Hospitals and Health Care

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    Data Scientist • Singapore, Pedra Branca, Singapore