Quanata is looking to solve business challenges through context-based insurance solutions by developing innovative technologies and digital products. The Senior Data Scientist will translate ambiguous business challenges into powerful, end-to-end ML solutions to create a quantifiable impact on the business.
Requirements
- Production-grade proficiency in Python and SQL and mastery of multiple data science libraries.
- You don't just write code; you write clean, scalable, and well-tested code, and are comfortable contributing to shared libraries.
- A proven track record of designing robust experimental frameworks and validation strategies.
- You know how to methodically test hypotheses and build models you can stand behind.
- The ability to see the business problem behind the data.
- Prior experience in auto insurance, specifically in cost modeling and working with large-scale, semi-structured or unstructured datasets.
- Hands-on experience with telematics data collection, signal processing techniques, or IoT data pipelines.
Responsibilities
- Drive Full-Cycle Solutions: You will spearhead high-impact modeling projects from the initial ambiguous question to the final deployed solution.
- Engineer the MLOps Backbone: Build and own the automated systems that keep our models sharp.
- design and implement robust pipelines for model retraining, monitoring, and alerting, creating repeatable CI/CD processes that ensure service stability and performance.
- Act as a force multiplier for the team's talent.
- Actively mentor junior data scientists, lead knowledge-sharing sessions (like tech talks and paper reviews), and champion best practices that raise the bar for everyone.
- Be the voice of data for your partners.
- Translate complex technical concepts into clear, compelling insights for non-technical audiences, making recommendations that directly influence your functional team's priorities and decisions.
Other
- 10-12 years of work experience in data science.
- The ability to see the business problem behind the data.
- A Mentorship Mindset: You're a natural teacher and collaborator who enjoys elevating others.
- You are a trusted partner who is sought out for your ability to solve problems and explain complex ideas with clarity.
- PhD in a quantitative discipline or an actuarial designation (or progress toward one).
