Senior Full Stack Data Scientist (Remote)

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Job Summary:

Allstate is a company dedicated to protecting families and their belongings from life's uncertainties. They are seeking a Senior Full Stack Data Scientist to lead the development of data-driven solutions, focusing on machine learning and predictive modeling to enhance business decision-making. The role involves collaboration across teams to establish best practices and optimize cloud-based systems for performance and scalability.

Responsibilities:

• Identifies languages and tools that can bring efficiencies or needed techniques to the team. Identifies new areas of data, research and models and develops data sources that can solve business problems.

• Utilizes effective project planning techniques to break down complex machine learning/predictive modeling and/or development projects into tasks, manage scope of projects, and ensure deadlines are kept. Manages various analytical and modeling projects with small number of team members.

• Mentors and develops others

• 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

• Reviews, evaluates, communicates, and makes recommendation on 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 influencing business partners and senior leaders on the effectiveness of machine learning/predictive modeling to solve business problems.

• Collaborates with outside business units and works on data and complex business problems to improve the effectiveness of business decisions and business results through designing, building, and partnering to implement machine learning/predictive models.

• Effectively understand the business' problems and requirements to identify the optimal modeling approach.

• Develops frameworks/prototypes that integrate data and machine learning/predictive modeling to make business decisions.

Qualifications:

Required:

• Experience in building and optimizing cloud-based machine learning systems, with proficiency in at least one major cloud provider.

• Experience with Infrastructure as Code (IaC) frameworks to provision and manage cloud resources.

• Strong understanding of CI/CD pipelines, containerization (Docker), observability tools, and cloud security practices.

• Familiarity with modern data science tools and libraries (e.g., Python, R, SQL, TensorFlow, PyTorch).

• 3 or more years of experience.

Preferred:

• Masters Degree

Company:

Allstate is an insurance company that offers car, home, and life insurance services. It is a sub-organization of Allstate. Founded in 1931, the company is headquartered in Northbrook, Illinois, USA, with a team of 10001+ employees. The company is currently Public Company.