Job Description

Overview
At NUHS Academic Information Office - Management Decision Support Office, we support the organisation in drawing meaningful insights and develop automated data products from healthcare data. You are to assist in the development of strategic cluster wide and institution specific projects. You will have the opportunity to develop a suite of skills from gathering business requirements to the deployment of machine learning models.
Key Responsibilities
You will be responsible for the following:

• Collaborate with key stakeholders, namely programme and cross-functional teams and senior management, to prioritize information needs
• Develop effective analytical and data science solutions to improve cluster-wide and institution specific healthcare milestones
• Work closely with other technology, engineering, finance and operations teams to build analytical and data science solutions
• Develop end-to-end data modeling cycle from gathering business requirements to model deployment
• Translate clinical and operational needs into data-driven solutions
• Derive meaningful insights and foresight from large datasets, convey the analysis and provide feedback to align programmes

Requirements
xe2x97x8f Bachelor's degree in Computer Science, Information Systems, Analytics, Statistics, Mathematics, Industrial Engineering, Health Informatics or related fields;
xe2x97x8f Minimum 2 years' experience in data science, analytics, data engineering or statistics environment
xe2x97x8f Experience in healthcare or pharmaceutical industry is preferred
xe2x97x8f Proficient in the use of data science programming languages (e.g. Python, R and SQL)
xe2x97x8f Knowledge of Classification, Regression and Clustering machine learning libraries (e.g. scikit-learn)
xe2x97x8f Knowledge of state-of-the-art machine learning algorithms (e.g. Ensemble models, Attention), probabilistic models and understanding of data science/machine learning pipeline is preferred
xe2x97x8f Experience with deployment of machine learning models and MLOps
xe2x97x8f Familiar with database management, architecture design, schema design, system integration, security and data governance
xe2x97x8f Opportunity to undergo EMR system training provided by the company
xe2x97x8f Good interpersonal skills, a detail-oriented and flexible person who can work across different areas within the team as well as align cross functionally outside the team
xe2x97x8f Ability to deliver clear, concise reports and presentations/dashboards and effectively articulate observations and recommendations
xe2x97x8f Can-do attitude and ability to work independently, comfortable with ambiguity
xe2x97x8f Experience in identifying compliance and process improvements within the assigned area of work
xe2x97x8f Monitor, investigate and resolve day-to-day operational incidents and provide advisory to users
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