7 or more years' experience with a Masters, or 5 or more years' experience with a Master's or PhD, of progressively advanced experience across software engineering, data engineering, analytics engineering, data platforms, data governance, data quality, and/or related disciplines. Strong technical fluency across data architecture, data engineering, analytics engineering, data science, AI and machine learning, data governance, APIs, and workflow automation, with working proficiency in technical languages, preferably Python and SQL.