Data Scientist, National Jobs-Skills Data Office (RAD)
Core
Developing data models, algorithms, and statistical/machine learning solutions to drive Singapore's national workforce intelligence and skills planning.
Role type
Senior IC data scientist (workforce analytics & NLP)
Builds
Jobs-skills data products, predictive models, and knowledge graph representations for government policy and industry planning.
Domain
Public sector / Workforce intelligence / Labor market analytics
Deliverable
production ML models
Required skills
Python, SQL, statistical modeling, machine learning, natural language processing, feature engineering, model validation, data pipeline development, knowledge graph construction
Preferred skills
Unstructured data processing, text analytics, labor market data knowledge, data visualization
Technologies
Python, SQL, NLP frameworks, data visualization tools
Responsibilities
Develop and deploy advanced analytical models for jobs and skills data; design scalable data pipelines and infrastructure; translate data signals into strategic insights for policy teams; evaluate and enhance existing analytical methodologies; lead analytical partnerships with internal and external stakeholders; contribute to national data assets including taxonomies and entity extraction pipelines; champion research-backed innovation in workforce analytics.
Seniority
Senior, hands-on IC
