Allstate is an insurance company that offers car, home, and life insurance services. As a Full Stack Data Scientist, you'll develop end-to-end data-driven solutions, optimize data models for cloud performance, and maintain scalable predictive systems while collaborating with a team to improve business decisions through data.
Collaborates with the team in order to improve the effectiveness of business decisions through the use of data and machine learning/predictive modeling
Reviews, evaluates and communicates appropriateness of modeling techniques and results to team and leadership to ensure these are well understood and incorporated into business processes
Uses best practices, with limited coaching, to develop statistical, machine learning techniques to build models that address business needs and executes on modeling/machine learning projects effectively, contributing to a wide variety of projects
Utilizes effective project planning techniques to break down basic and occasionally moderately complex machine learning/predictive modeling and/or development projects into tasks and ensure deadlines are kept
Innovates on projects by using new modeling techniques or tools
Qualification
Required
Experience developing and implementing cloud-based solutions
Optimizing data models for cloud performance
Maintaining scalable predictive systems
Collaborates with the team in order to improve the effectiveness of business decisions through the use of data and machine learning/predictive modeling
Reviews, evaluates and communicates appropriateness of modeling techniques and results to team and leadership
Uses best practices to develop statistical, machine learning techniques to build models that address business needs
Utilizes effective project planning techniques to break down basic and occasionally moderately complex machine learning/predictive modeling and/or development projects into tasks
Innovates on projects by using new modeling techniques or tools
Business Case Analyses
Data Analytics
Data Science
Machine Learning
Machine Learning Techniques
Predictive Analytics
Predictive Modeling
Python (Programming Language)
Waterfall Project Management
Preferred
Masters Degree
2 or more years of experience
Benefit
Allstate is an insurance company that offers car, home, and life insurance services. It is a sub-organization of Allstate.
