Associate Principal

22 hours ago

Singapore Singapore National Eye Centre Full time

Overview Job Title: Associate Principal / Senior Analyst, Data Science, Office of Insights & Analytics Job Category: Administration Posting Date: 31 Aug 2025We are seeking a Senior Analyst in Data Science (Machine Learning) to join our Office of Insights and Analytics. In this role, you will be responsible for extracting, processing, and analysing data, as well as developing and implementing analytical models to deliver efficient and effective healthcare solutions. You will design solutions that address the organisation's challenges using data manipulation and techniques in Data Science, Machine Learning, and Artificial Intelligence. Your role involves driving the end-to-end Machine Learning Operations pipeline, ensuring that solutions are validated and tested using best practices of test-driven development, and deployed with model monitoring and continuous re-training/integration to benefit users and make a significant impact. Collaborating with stakeholders, you will frame and scope business problems and build data analytics capabilities across various domains, including clinical services, finance, and operations. Additionally, you will conduct feasibility studies, lead translational research projects as required, and facilitate regular key management meetings and reporting. Responsibilities Extract, process, and analyse data; develop and implement analytical models to support healthcare solutions. Design data-driven solutions across Data Science, Machine Learning, and Artificial Intelligence domains; lead end-to-end Machine Learning Operations (MLOps) pipelines with validation, testing, deployment, monitoring, and continuous re-training/integration. Collaborate with stakeholders to frame business problems, build data analytics capabilities across clinical services, finance, and operations; conduct feasibility studies and translate research into usable insights; facilitate regular reporting and meetings. Qualifications Job Requirements A Bachelor’s Degree in Computer Science, Data Science, Engineering, Machine Learning, Artificial Intelligence, Applied Mathematics, Statistics, Operations Research, or related fields. A Master’s Degree is an added advantage 3 - 5 years of relevant working experience preferably in machine learning and data analytics Experience in collaborating with business and technology stakeholders in ensuring data products development and utilisation Experience in delivering Generative AI solutions, with a strong understanding of deep learning techniques such as GPT, VAE, and GANs Strong programming skills in Python, R, or similar languages Experience with AI frameworks such as TensorFlow, PyTorch, or similar Experience with Generative AI frameworks such as GPT-3, DALL-E, or similar Knowledge of statistical methods and data analysis techniques Good knowledge of healthcare data standards and regulatory requirements Team player with strong collaboration and problem-solving skills with attention to details Independent worker with the initiative to complete tasks and projects #J-18808-Ljbffr

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