8+ years of related experience Fluency with SQL and Python Experience using AI tools to automate mundane tasks, accelerate development, and enhance solutions Experience with BI tools and data engineering fundamentals Familiarity with standard machine learning concepts and statistics concepts (including causal inference) Experience leading cross-functional projects; influencing without authority Experience working with technical and non-technical partners, including engineering, product, and business teams; particularly strong written communication skills Comfort with ambiguity and ability to define problems, not just solve them