Senior/ Data Analyst (1 Year Contract) - #1120687
Ng Teng Fong General Hospital
The Opportunity:
You will be part of the analytics team providing accurate information and analysis results to management and clinical departments, working closely with clinicians, administrators, and healthcare professionals.
Job Responsibilities:
Work with Clinical Leads to evaluate clinical programmes in order to identify areas for improvement, including the identification of predictive factors and trends
Organise information and analytics use cases to support data and analytics related activities for the organisation
Developing and implementing machine learning models for predictive and prescriptive analysis
Apply technical expertise in quantitative analysis, data mining, predictive modelling, and presentation of data to derive insights that value-add to management decision making (e.g. hypothesis testing, validation of business cases, development of data products and predictive models)
Conduct literature reviews to support uptake of evidence based practices
Conduct data analysis and evaluation using statistical and quantitative data analysis software.
Utilizing programming languages like Python or R for data analysis and model development.
Submit and present reports, findings and updates at management level platforms and committees
Communicating findings and recommendations to both technical and non-technical stakeholders.
Collaborate with multidisciplinary team to improve clinical outcomes and patients’ satisfaction
Job Requirements:
Good Postgraduate (Master’s or PhD) / Bachelor’s Degree in Computer Science, Data Science, Data Engineering or equivalent.
Healthcare experience would be a bonus.
Strong background in statistical modelling, machine learning, and experience in developing end-to-end data analytics solutions.
Proficient with programming in Python and AI related frameworks such as Scikit-Learn, TensorFlow or PyTorch.
Experience in NLP and familiarity with healthcare data is a plus.
Experience in Large Language Models, Generative Pre-trained Transformer models, foundation models etc. is a plus.
Proficiency in AI and ML platforms and services from cloud providers such as AWS, GCP, Azure is a plus.
Excellent communication and interpersonal skills, able to work with a diverse group of stakeholders.
Excellent project management and organisational skills, able to handle multiple tasks and prioritise projects to meet deadlines.
Excellent statistical and data management skills, proficient in analytics tools such as Tableau.
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