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Office of Digitalisation, Data and AI - Deputy Manager/Manager (Data Scientist)

External
sggovterp logoSggovterp · Republic Polytechnic
Full-timeOn-site5d ago
AzureFeature EngineeringPythonSQL
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[What the role is] Office of Digitalisation, Data and AI - Deputy Manager/Manager (Data Scientist) [What you will be working on] - Analyse educational data to identify key predictors, conduct statistical testing, and prepare high quality modelling datasets. - Normalise and structure data to enable fair comparisons across cohorts, modules, and usage patterns. - Develop, compare, and validate predictive models; recommend suitable modelling approaches based on data strength and operational needs. - Apply explainability techniques to ensure model transparency and support stakeholder interpretation. - Work with the Data Engineer to operationalise models, support scheduled runs, and ensure results are visualised through dashboards and reports. - Monitor model performance, evaluate post deployment impact, and define model update and maintenance requirements in line with governance standards. [What we are looking for] - A qualification in Computer Science, Data Science, Statistics or a related discipline. - Preferably with at least 3 years of experience in predictive modelling and feature engineering. - Strong foundations in statistics, data preparation and model evaluation. - Familiarity with model explainability techniques (e.g. SHAP). - Technical experience in Azure Synapse and Microsoft Fabric would be an advantage. - Proficiency in SQL and Python. - Ability to work in a collaborative and fast-paced environment with a growth mindset. - Strong oral and written communication skills in English. - Ability to deliver tasks on time with high-quality outcomes. - Highly motivated and able to work independently and in a team.


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