Senior Analyst – Data Science, SingHealth Group

Responsibilities:

• 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.

Requirements & Skills:

• 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 detail
• Independent worker with the initiative to complete tasks and projects