Senior Data Scientist, Guest Travel Insurance (Algorithms)
Tasks
- Analyze experiment results and define scientific problems
- Apply reinforcement learning for journey optimization
- Build ML recommendation systems
- Build batch and real-time data pipelines
- Collaborate with product engineering and legal
- Design and run adaptive experiments
- Develop evaluate and ship ML models
- Ensure explainability and compliance requirements
- Predict coverage value using intent modeling
- Present findings to technical and executive stakeholders
- Prototype and iterate models quickly
- Rank and select benefit messaging
- Sequence experiments for personalization roadmap
- Stay current with recommendation system and LLM research
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | Airflow | B testing | Boosted Trees | Causal Inference | Data Pipelines | Deep learning | Experiment design | Feature Engineering | Gradient Boosted Trees | Machine Learning | Model Serving | Model Training | Monitoring | Multi-Armed Bandits | PyTorch | Python | Reinforcement Learning | SQL | TensorFlow
Education
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