The role of Intermediate Software Engineer at GitLab focuses on enhancing vulnerability management workflows for GitLab Ultimate customers. Key responsibilities include developing backend features, improving system performance, and collaborating with cross-functional teams. Candidates should have experience with Ruby on Rails and relational databases, along with strong communication and problem-solving skills.