Associate Director / Senior Manager, Data Scientist
Sun Life Hong Kong - Sun Life Tower
HKD 330K-586K (estimate) Mid-level Full Time
Tasks
- Build champion challenger models
- Build next best action models
- Collaborate to productionize models on AWS
- Define KPIs for analytics impact
- Design and execute experiments and test control
- Design closed loop learning
- Design personalization and targeting analytics
- Develop and deploy Python AI and data science models
- Develop client segmentation and profiling
- Drive continuous improvement
- Ensure experiments are statistically sound
- Ensure model robustness scalability and explainability
- Implement controlled rollouts
- Lead insurance analytics and AI use cases
- Measure client lifecycle retention and persistency
- Monitor model and experiment performance
- Perform feature engineering
- Quantify causal uplift
- Run A/B testing
- Run multivariate testing
- Translate business questions into 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 Explainability | Multivariate Testing | Python | SQL
Education
N/A
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