Associate Director / Senior Manager, Data Scientist
Sun Life Hong Kong - Sun Life Tower
HKD 330K-586K (estimate) Mid-level Full Time
Tasks
- Analyze client lifecycle retention and persistency
- Build cross sell up sell and next best action models
- Define KPIs and track business impact
- Design build and deploy Python AI and data science models
- Design, execute, and evaluate experiments
- Develop client segmentation and profiling
- Drive continuous model and decision improvement
- Embed closed loop learning
- Ensure statistical validity and interpretability
- Implement controlled rollouts for decisions
- Lead insurance analytics and AI use cases
- Monitor model and experiment performance
- Perform A B testing and multivariate testing
- Perform feature engineering using client and policy data
- Personalize client engagement and targeting
- Productionize analytics and experiments on AWS
- Quantify incremental impact and causal uplift
- Run champion challenger models
- Translate business questions into hypotheses
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | AWS | B testing | Causal Inference | Closed Loop | Closed Loop Learning | Experimentation | Feature Engineering | GenAI | Machine Learning | Model Monitoring | Multivariate Testing | Python | SQL | Statistical Analysis
Education
N/A
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