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Allstate

Insures cars and homes against financial losses

Data Scientist

Data ScienceConfirmed live in the last 24 hours
Full-timeCanadaCA$80.9k - CA$129.7k /yr

About the Job

Requirements

  • Demonstrated experience in machine learning and analytics, ideally within a professional services firm or similar environment, with a strong background in implementing and optimizing machine learning algorithms to solve regression, classification, and segmentation problems.
  • Proven experience developing and deploying machine learning and statistical models in a business environment, ideally within Property & Casualty insurance, financial services, or other data-intensive industries.
  • Advanced programming skills in Python and SQL, with hands-on experience using modern machine learning libraries and data science frameworks.
  • Experience working with Azure Machine Learning or other cloud-based analytics platforms, and production model deployment workflows.
  • Strong understanding of data preparation, feature engineering, model validation, experimentation, and performance monitoring best practices.
  • Excellent communication and stakeholder management skills, with the ability to explain complex analytical concepts to business audiences and senior leaders.

Responsibilities

  • Lead the end-to-end development, deployment, and monitoring of predictive models supporting Lifetime Value, Loss Cost, pricing, retention, and profitability initiatives within the insurance business.
  • Translate complex business problems into scalable analytical solutions by partnering closely with stakeholders across Product, Pricing, Marketing, Claims, and Finance.
  • Develop, validate, and maintain advanced machine learning, statistical, and predictive models, ensuring strong model performance, interpretability, and business value.
  • Deploy and operationalize models using Azure Machine Learning and modern MLOps practices, ensuring reliability, scalability, and governance compliance.
  • Communicate analytical findings, model insights, and recommendations to technical and non-technical audiences, enabling data-driven decision making.
  • Provide thought leadership on customer value, risk, profitability, and growth opportunities through advanced analytics and data science innovation.

Desired Qualifications

  • Working knowledge of SAS and experience supporting or modernizing legacy analytical environments is considered an asset.
  • Experience with MLOps, model governance, responsible AI practices, and production-scale machine learning solutions is considered a strong asset.

About the Company

Allstate

Insures cars and homes against financial losses

Allstate sells insurance that helps individuals and families recover financially after car accidents, property damage and other covered losses. Its group operates the Allstate and National General brands, alongside businesses that sell product protection, roadside assistance and identity protection. Customers pay premiums for policies, and claims teams investigate losses, estimate damage and arrange payments according to coverage terms. The group also earns investment income and sells driving data services through Arity, while agents and digital channels connect it with customers. Allstate began operating in 1931 and is headquartered in Northbrook, Illinois.

Company size
10,001+
Company stage
IPO
Headquarters
Northbrook, IL
Founded
1931

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