[CLOSED] Management of Machine Learning Model Lifecycle
Ministry of National Development • singapore, singapore • Posted June 24, 2026
About the Role
What the role is
- Conducting data cleaning and predictive machine learning modelling, including retraining and refining existing predictive models used in MND.
- Deployment of these models directly within our analytical environment (AWS SageMaker AI) for usage in downstream data products.
- Monitoring and improving model performance via hyperparameter tuning or similar methods.
- Exploring feasibility and experiment with latest AI tools to enable a bot to allow users to 'chat with their municipal data'.
- Reviewing and expanding the existing suite of predictive models, such as the Satisfaction Hotspot Model and Feedback Volume Forecasting Model. This project will provide an intern with hands‑on experience in the entire life cycle of a model including data preparation, choosing the right models, training, testing and creating an automated workflow for regular retraining & updates.
- E...