The Intermediate Backend Engineer at GitLab plays a crucial role in the development and maintenance of the Duo Agent Platform, enhancing the foundations for AI-driven experiences. Responsibilities include collaborating with cross-functional teams to refine requirements, designing scalable APIs, and troubleshooting production issues. Candidates should have experience with Ruby on Rails and relational databases, as well as a passion for AI integration.