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Develop and maintain scalable data pipelines, backend services, microservices, and machine learning workflows supporting underwriting and analytics. Deploy, monitor, and troubleshoot production ML systems, conduct root-cause analysis, support releases and batch processing, and collaborate with data scientists, underwriters, and engineers to deliver technical solutions.