Databricks, SageMaker, Glue, Data Factory, PowerApps) to implement controlled actuarial data pipelines and processes Workflows: Rationalize and engineer future state data workflows, including key controls, error handling, data governance, and automation of manual processes   Deployment and Reporting  Deployment: Deploying actuarial processes and predictive models into production environments using tools for version control (e