The Sr. Data Scientist at Zoro will lead projects involving customer segmentation, A/B testing, and pricing analysis, while collaborating with business leaders to develop data-driven strategies. Responsibilities include building predictive models, documenting processes, and communicating findings through visualizations and presentations.