Experience building scalable ETL or ELT data pipelines, automating large-scale batch and streaming data workflows, and parsing structured, unstructured, or event-streaming data. Bachelor’s degree and 8+ years of experience designing, developing, operationalizing, and maintaining data systems, or 14+ years of experience designing, developing, operationalizing, and maintaining data systems in lieu of a degree.