The Intermediate Backend Engineer role at GitLab focuses on developing and maintaining features for the Duo Agent Platform, directly enhancing the company's AI capabilities. This position involves collaborating with cross-functional teams to refine product requirements and ensure robust API design. Candidates should possess experience with Ruby on Rails, as well as a strong understanding of automated testing and performance optimization.