Design and code (debug) full stack Createdeploy design patterns that are efficient, resilient data ingressegress pipelines Create and maintain schema and staging files in data lake and reporting job aggregations Perform lifecycle management of software Refactor data science applicationmodels to production; oversee the technical aspects of projects Ensure optimal software performance