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Senior Data Scientist
לא צויןמשרה מלאהData ScienceInsurance
Join an AI team developing production-oriented research for underwriting decisions, quote-time risk scoring, and portfolio analytics. Own research directions from problem framing through validated production signals, working with complex real-world data.
תחומי אחריות
- Own open-ended research from business-question framing through deployment and validation
- Develop predictive approaches for risk, environmental and catastrophe, and behavioral modeling
- Investigate production models to understand learned behavior, failure modes, and optimization opportunities
- Design first-principles methods when standard approaches do not fit the data
- Build rigorous evaluations and take ownership of production outcomes
- Document research clearly to support reproducibility, auditability, and future work
דרישות
- MSc or PhD in statistics, applied mathematics, physics, or a closely related quantitative field
- Original research experience driving investigations end to end through academic research, a research-focused PhD, industry R&D, or equivalent
- Strong mathematical or statistical problem-solving skills, including modeling complex real-world systems from first principles
- Experience deploying models to production, including monitoring, CI/CD, data validation, and reproducibility
- Ability to independently initiate, plan, and lead complete research directions
יתרון
- Depth in classical statistics, causal inference, or applied probability
- Deep learning experience
- Clean coding and repository-maintenance practices