Associate Director / Senior Manager, Data Scientist
Sun Life Hong Kong - Sun Life Tower
HKD 312K-348K (estimate) Mid-level Full Time
Tasks
- Analyze client lifecycle retention and persistency
- Build and deploy Python data science and AI models
- Build next best action models for advisors
- Collaborate to productionize models and experiments on AWS
- Define analytics and AI KPIs
- Design and execute experiments and test and control
- Design controlled rollouts for analytics decisions
- Design personalization targeting strategies
- Develop client segmentation and profiling models
- Ensure model robustness scalability and explainability
- Ensure statistical validity and interpretability
- Implement closed loop learning
- Lead insurance analytics and AI use cases
- Monitor model and experiment performance over time and improve
- Perform A/B and multivariate testing
- Perform feature engineering
- Quantify causal uplift and incremental impact
- Run champion challenger model evaluations
- Translate business questions into testable hypotheses
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | AWS | B testing | Causal Inference | Deep learning | Experiment design | Feature Engineering | Machine Learning | Model Monitoring | Multivariate Testing | Python | SQL | Statistical Testing
Education
N/A
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