Assistant Manager, Artificial Intelligence Office

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

●       Bachelor’s degree in Computer Science, Information Systems, Analytics, Statistics, Mathematics, Industrial Engineering, Health Informatics or related fields;

●       Minimum 2 years’ experience in data science, analytics, data engineering or statistics environment

●       Experience in healthcare or pharmaceutical industry is preferred

●       Proficient in the use of data science programming languages (e.g. Python, R and SQL)

●       Knowledge of Classification, Regression and Clustering machine learning libraries (e.g. scikit-learn)

●       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

●       Experience with deployment of machine learning models and MLOps

●       Familiar with database management, architecture design, schema design, system integration, security and data governance

●       Opportunity to undergo EMR system training provided by the company

●       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

●       Ability to deliver clear, concise reports and presentations/dashboards and effectively articulate observations and recommendations

●       Can-do attitude and ability to work independently, comfortable with ambiguity

●       Experience in identifying compliance and process improvements within the assigned area of work

●       Monitor, investigate and resolve day-to-day operational incidents and provide advisory to users

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