The Ads AI Analytics Lead II position at Instacart involves owning the intelligence behind Ads agents, driving impactful revenue growth and operational efficiency. Key responsibilities include defining Ads metrics, building data models, and designing workflows that optimize ad performance. Candidates should have a strong background in analytics engineering, data science, or applied AI, with advanced skills in Python and SQL.