5+ years of experience in Business Systems Analysis and/or database analysis. Ability to query, analyze, and troubleshoot datasets using SQL. Experience with agile software development. Hands-on use of AI tools within analytics or data engineering workflows. Basic experience with a modern software development language (Python, C#, Java, TypeScript/JavaScript). Strong knowledge of Experimentation methodology/platforms. Understanding of documentation standards, lineage, data quality audits, and governance processes. Conceptual thinking, analytical, and problem-solving skills. Strong communication skills with proven experience collaborating cross-functionally. Desire and ability to lead, advocate for features, and make data-driven recommendations. Ability to thrive in a fast-paced environment and meet aggressive deadlines while managing multiple projects. English proficiency (at least strong upper-intermediate level).