Build and operate scalable vehicle data pipelines, workflows, monitoring, dashboards, alerts, and observability solutions. Investigate data quality and operational issues across vehicle campaigns, software packages, populations, and lifecycle systems. Define requirements, metrics, testing, governance, lineage, and support processes while improving reliability, performance, scalability, and cost. Collaborate across engineering and program teams, communicate technical findings, establish best practices, and mentor others.