EverQuote is seeking a Senior Data Scientist to join their growing team to deliver and deploy artificial intelligence and machine learning models that drive Everquote's long term success.
Requirements
- 4+ years of professional experience as a data scientist including experience developing and releasing predictive models to production
- Demonstrated success turning businesses problems into data problems and developing innovative and unexpected solutions
- Demonstrated performance in building machine learning models using standard tools, such as scikit-learn or R, to drive business improvements
- Advanced knowledge of applied mathematics and statistics and their common applications in online businesses
- Experience with or strong interest in understanding and optimizing online auctions for both bidders and sellers
- Experience with or strong interest in optimization using reinforcement learning and contextual multi-armed bandits
- Strong skills in statistical and scientific programming in Python or R, fluent in SQL, proficient with Jupyter notebooks
Responsibilities
- Work with a cross-functional team to convert business problems into scalable solutions using your knowledge of mathematics, statistics, and machine learning.
- developing and releasing predictive models to production
- Demonstrated success turning businesses problems into data problems and developing innovative and unexpected solutions
- building machine learning models using standard tools, such as scikit-learn or R, to drive business improvements
- Experience with or strong interest in understanding and optimizing online auctions for both bidders and sellers
- Experience with or strong interest in optimization using reinforcement learning and contextual multi-armed bandits
- Experience with packaging your code for deployment and reusability
Other
- Ability to explain results to technical and non-technical teammates leveraging your communication skills and data visualization
- Passionate about sharing knowledge and mentoring teammates, and communicating designs to technical and non-technical stakeholders
- Keen sense about data science technologies, stay on top of industry trends and actively help the team to expand the tech stack
- Entrepreneurial mindset, want to grow a business, and love working with an Agile team
- Thrive in a fast-paced work environment where everyday contributions have a big impact
