Senior Research Analyst - Healthcare Data & AI
NHG · Singapore
Job description
About the role
NHG is hiring a Senior Research Analyst to design, build and deploy advanced analytics and machine learning models, including LLM-powered and agentic AI solutions, to support clinical decision-making and care pathway optimisation. The role also involves maintaining data pipelines, cleaning healthcare datasets and collaborating with clinical and operational teams.
Key responsibilities
- Design, develop and implement advanced analytics and machine learning models, including LLM-powered and agentic AI solutions, to support clinical decision-making and care pathways.
- Build, maintain and optimise automated data pipelines and ETL processes.
- Clean, preprocess, validate and analyse large healthcare datasets.
- Apply statistical methods and data mining techniques to find patterns and insights.
- Develop predictive models and tools for population health and primary care initiatives.
- Work with clinical and operational teams to integrate AI and analytics into real-world care workflows.
- Create interactive dashboards and reports that are usable and clear for non-technical stakeholders.
- As part of a study team: monitor data quality, set up data quality checks, prepare reports and presentations, and help refine analytics and AI solutions in practice.
Required profile
- Master's or PhD in a quantitative discipline such as Computer Science, Mathematics, Data Analytics, Data Science, Statistics or a related field.
- Formal training in data science, analytics, machine learning or artificial intelligence.
- 3-5 years of experience in a data science, analytics or research role.
- Experience with large, complex datasets, preferably in healthcare or population health settings.
- Experience designing and deploying machine learning or advanced analytics solutions.
- Prior exposure to healthcare data, clinical workflows or real-world health system implementation is an advantage.
Required skills
- Programming and analytics tools such as Python, R and SQL.
- Statistical techniques and data mining methods.
- Data visualisation and dashboards with Tableau or Power BI.
- Knowledge of AI and machine learning approaches; experience with LLMs or agentic AI is highly desirable.
- Familiarity with cloud platforms (especially AWS) and frameworks such as Streamlit, NextJS and TypeScript is a plus.
- RESTful API development with FastAPI or similar is a plus.
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Published 8 hours ago
Expires 1 month from now
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NHG
Singapore
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