Instacart is transforming the grocery industry by delivering essential grocery and household goods services while creating flexible earning opportunities for personal shoppers. The Senior Software Engineer II will lead the design and development of machine learning infrastructure for ads, optimizing training and serving systems, real-time feature processing, and foundation model capabilities. The role also involves setting technical direction, collaborating cross-functionally, mentoring engineers, and improving advertising performance and operational stability.