The Analytics Engineer role at Lupa Pets involves owning the analytics layer of the data platform, transforming raw data into actionable insights for diverse teams. Key responsibilities include writing and maintaining SQL models, building reliable datasets, and collaborating with stakeholders to deliver data-driven answers. Candidates should possess 2-3 years of experience in analytics engineering, strong SQL skills, and familiarity with data modeling principles.