Lead Data Scientist

3 days ago

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Allstate

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Auto Insurance • Life Insurance • Retirement Planning • Homeowners Insurance • Motorcycle Insurance

10,000+

💰 Post-IPO Equity on 2014-01

Description

• This role is responsible for leading the development of end-to-end data-driven solutions, from data collection and model development to deployment and maintenance of business-facing inference services. • The ideal candidate will have experience designing and implementing cloud-based solutions, optimizing data models for cloud performance, and maintaining scalable predictive systems. • This role will collaborate across teams to establish best practices and reusable components, ensuring consistent and high-quality execution of analytic products that serve the business. • As a technical leader, you will drive the development and deployment of machine learning solutions, with a focus on observability, security, and efficient cloud utilization.

Requirements

• 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).