The System Engineer role at Nebius is crucial for enhancing AI inference capabilities within the company's GPU cloud platform. The position entails developing and optimizing low-level components, improving the performance of GPU platforms, and integrating support for new hardware architectures. Key responsibilities include debugging system-level performance issues and collaborating with machine learning and backend teams for end-to-end execution optimization.