Cloud Platform Engineer

About this role

About the Company

At Allstate, great things happen when our people work together to protect families and their belongings from life’s uncertainties. And for more than 90 years, our innovative drive has kept us a step ahead of our customers’ evolving needs. From advocating for seat belts, air bags and graduated driving laws, to being an industry leader in pricing sophistication, telematics, and, more recently, device and identity protection.

About the Role

Software Engineer Senior Consultant II implements applications following 12-factor principles to build out the product and iterative enhancements. They own the full stack of software products, developing and implementing frontends (web or mobile), and backend services. They leverage test driven development and continuous integration to ensure agility and quality of products. They actively participate in the decision-making process of the team ensuring that the simplest appropriate technology and design is chosen to meet user needs.

Responsibilities

• Designs, builds, and maintains infrastructure for ML experimentation, model training, and deployment.
• Develops and manages CI/CD pipelines for ML workflows (data ingestion, model training, testing, and deployment).
• Implements and manages ML platforms (e.g., Azure MLStudio, Fabric, MLflow, Kubeflow, SageMaker, Vertex AI) to support reproducibility and scalability.
• Creates tools and environments to automate data versioning, model tracking, and artifact management.
• Collaborates with data scientists to enable self-service access to compute resources and production systems.
• Monitors, logs, and alerts on ML system health and model performance in production.
• Enforces MLOps best practices across teams, including governance, model validation, and rollback strategies.
• Ensures infrastructure security, cost-efficiency, and compliance.
• Practices daily paired programming and test-driven development in writing software and building product.
• Particip...