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Data Scientist - Insurance Modeling
Company | Allstate |
Address | Chicago, IL, United States |
Employment type | FULL_TIME |
Salary | |
Category | Insurance |
Expires | 2023-08-10 |
Posted at | 9 months ago |
The world isn’t standing still, and neither is Allstate. We’re moving quickly, looking across our businesses and brands and taking bold steps to better serve customers’ evolving needs. That’s why now is an exciting time to join our team. You’ll have opportunities to take risks, challenge the status quo and shape the future for the greater good.
- Assists in the development of communication strategies and materials to support new plans, programs, processes, products; solicits input from stakeholders
- Understands and follows internal and external compliance requirements/standards
- Follows appropriate analyses to be conducted for projects to make recommendations to achieve corporate goals
- Assures proper execution of regulatory/legislative practices for Product Management
- Participates in the evaluation of procedures and processes regularly and makes observations or suggests improvements
- Provide tools, educate and support state teams in the implementation of models and other decision-making support
- Uses best practices and traditional statistical/modeling techniques to develop and maintain rating, economic and other models as necessary and in consideration of the business goals of the model
- Ensures project controls are in place throughout the lifecycle of the project within own tasks
- With minimal direction plans, implements, manages, and/or contributes on projects that are up to moderate complexity and are small-to moderate scale using accepted project management standards
- Supports the development/ design of new plans, programs, processes, products up to moderate complexity
- Trains/coaches team members or peers and actively shares expertise with peers
- Forecasts short-term and long-term deliverables with assistance
- Tracks own plan performance and project timeline and communicates and presents project status
- Understands standard market specific implications of business strategies
- Contributes to market share growth and profitability by recommending changes to products, pricing, risk management
- Aptitude and strong interest in statistical modeling techniques such as linear regression, logistic regression, GLM, GAM, GBM, etc. - some modeling experience is helpful but not required
- Can analyze data and review analysis from others and identify and resolve basic data issues
- Possesses working knowledge of policies and procedures in management or other technical fields
- Strong decision-making skills
- Strong technical aptitude, such as programming experience with Python, R, SAS, or SQL required.
- Proven insurance business knowledge – for example, understands economics of insurance, familiarity with personal lines ratemaking and rating plans, etc.
- Intermediate computer proficiency in Microsoft Office
- Has an understanding of current industry and professional standards/ environment to impact decisions and indicate requirements
- Works effectively in a team environment
- Several years of experience working in personal or commercial lines of insurance
- Bachelor’s degree – preferably in related field of study such as finance, math/applied math, statistics/applied statistics, economics
- Strong written and verbal communication skills including the ability to effectively collaborate with multi-disciplinary groups and all organizational levels
- Standard knowledge in the use of data sources and applications to conduct research
- Working knowledge of insurance regulation and related business constraints
- High level organizational and project management skills in order to handle multiple concurrent assignments in a timely manner and to monitor processes throughout a team or department
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