Data Scientist, National Jobs-Skills Data Office (RAD)
Core
Develop and deploy advanced analytical models to extract insights from jobs, skills, and tasks data to support Singapore's national workforce planning and skills intelligence ecosystem.
Role type
Senior IC data scientist (workforce analytics)
Builds
Statistical, machine learning, and graph models for jobs-skills intelligence
Domain
Public sector / Workforce analytics / Skills intelligence
Deliverable
production ML models
Required skills
Python, SQL, machine learning, natural language processing, statistical modeling, data pipeline development, data visualization, knowledge graph construction
Preferred skills
Labour market data knowledge, experimental design, stakeholder communication
Technologies
Python, SQL, NLP tools, data visualization tools
Responsibilities
Develop and deploy advanced analytical models for jobs and skills data; Design and build scalable data pipelines; Translate data signals into strategic insights for policy teams; Drive continuous analytical improvement and model validation; Lead analytical partnerships with internal and external stakeholders; Contribute to national data assets including taxonomies and knowledge graphs; Champion research-backed innovation in workforce analytics.
