The role of Senior Software Engineer at MongoDB focuses on developing a distributed query system that enhances the performance and reliability of query execution. Key responsibilities include improving the MongoDB query engine, writing high-quality C++ code, and implementing new features while collaborating with peers. Candidates should have over 5 years of experience in systems programming, with strong technical skills in software development and an interest in database technologies.