Sr Data Analyst

Tan Tock Seng Hospital
Singapore
SGD 80,000 - 100,000
Job description

Company description:

Tan Tock Seng Hospital



Job description:

As a Data Analyst/Engineer, you will be responsible for creating user-friendly applications that will be able to launch Machine Learning (ML) models and trigger automation solutions. You will need to work closely with cross-functional team of data scientists, engineers, business stakeholders and IT team to support patient care and improve health services delivery.

You may also be required to act as the Trusted-Third Party (TTP) to provide data anonymization, de-identification or re-identification services for TTSH (internal) requestors.

MAIN DUTIES AND RESPONSIBILITIES

  • Lead in the gathering of requirements by working and coordinating with clinicians and business stakeholders.
  • Translate business requirements into system and architecture design of applications.
  • Work with cross-functional teams to successfully develop and deploy automation solutions (including ML Model), ensuring timelines and quality standards are met.
  • Work with the IT/data management team to design, architect and maintain the required data inflow and outflow.
  • Liaise with analytics platform and clinical system custodians for model deployment and workflow integration.
  • Communicate effectively with stakeholders about progress, challenges, and outcomes, translating complex technical concepts into understandable terms.
  • Drive continuous improvement model performance and facilitating adoption.
  • Create and maintain proper project documentations.
  • Perform de-identification and encryption for department managed datasets according to data management guideline.
  • Take accountability in considering compliance to policies, guidelines and regulations and take appropriate steps to mitigate the risks.
  • Provide prompt feedback to supervisor in anticipation of work-related problems.
  • Perform general administrative duties as required.
  • Carry out any other duties or responsibilities assigned by the Supervisor and/or the Head of Department.


JOB REQUIREMENTS

  • Minimum Bachelor's degree in Computer Engineering, Software Engineering or equivalent with at least two (2) years of experience.
  • Proficient in programming languages such as Python (e.g., Flask, Django), R (e.g., Shiny), SQL.
  • Experience in managing AI/ML products is highly desirable.
  • Experience in SharePoint, Excel (Visual Basic), HTML, XML, Java preferred.
  • Knowledge in Data anonymization, de-identification and re-identification process and techniques is preferred.
  • Possess skills in statistical modeling and machine learning with experience in data storage, processing, analytics and distribution software and platforms.
  • Strong communication/people skills required to interact with data scientists, engineers, business end-users and vendors to design and develop solutions.
  • Ability to write clear documentation of procedures, and ability to write specifications for data models to be developed.
  • Participate actively as a team member in organizational development and quality improvement.
  • Be a change agent and inculcate mindset for change for hospital-wide and departmental- level.
  • Able to work beyond routine work responsibilities and office hours, in the exigencies of services e.g., during infectious disease outbreaks.
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