5+ years of experience in data science or analytics. Proficient with statistical techniques (e.g., multiple regression, causal inference, AB testing, hypothesis testing). Advanced SQL foundations. Ability to manipulate data using R or Python. Compelling data storytelling and visualization (e.g., Looker). Ability to communicate effectively with non-technical stakeholders. Strong business intuition & judgment.