The Senior AI Engineer role at Blend focuses on designing and deploying scalable AI-powered applications to solve complex business challenges. The key responsibilities include building backend systems, collaborating across various tech initiatives, and mentoring junior engineers. Candidates should have over three years of experience in software engineering, with strong skills in Python, cloud technologies like AWS, and a solid understanding of software architecture.