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Senior Data Scientist - Product Pricing (Remote - Home Based Worker)
Company | Allstate |
Address | Chicago, IL, United States |
Employment type | FULL_TIME |
Salary | |
Category | Insurance |
Expires | 2023-07-11 |
Posted at | 10 months ago |
734762-en_US
- Uses best practices to develop complex statistical, machine learning techniques to build models that address business needs and to improve the accuracy of our data and data-driven decisions
- Identifies languages and tools that can bring efficiencies or needed techniques to the team. With coaching can identify new areas of data, research and models that can solve business problems.
- Utilizes effective project planning techniques to break down moderately complex and occasionally complex machine learning/predictive modeling and/or development projects into tasks and ensure deadlines are kept
- Mentors and develops others
- Collaborates with the team and works on data and complex business problems in order to improve the effectiveness of business decisions and business results through designing, building, and partnering to implement machine learning/predictive models. Understands the business’ problems to identify the optimal modeling approach.
- Reviews, evaluates and communicates appropriateness of modeling techniques and results to team, leadership and stakeholders to ensure these are well understood and incorporated into business processes. Develops and executes communication strategy, keeping stakeholders informed and finding opportunities to influence the direction of work
- Insurance pricing and/or modeling experience is a big plus
- 3 or more years of related experience
- Master’s or PhD
- Ability to use and learn a wide variety of tools and languages to achieve results
- Knowledge of advanced machine learning techniques and libraries
- Experience working with Agile team
- Experience with advanced system programing
- Functional pricing, rating plan design, and insurance regulation knowledge, with working knowledge of personal lines underwriting and product offerings preferred
- Ability to provide written and oral interpretation of highly specialized terms and data, and ability to present this data to others with different levels of expertise
- Knowledge of full stack development
- Demonstrated Analytic Agility and ability to quickly learn and switch topics
- Ability to code and develop prototypes in various languages
- Experience in using statistical modeling and/or machine learning techniques to build models that have driven company decision making
- Experience in managing and manipulating large, complex datasets and ability to analyze and interpret moderate to complex concepts
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