Graphcore Early Careers The Graduate Engineer, System Validation at Graphcore Early Careers works on designing, testing, and improving advanced AI hardware and data center systems. The role involves 3D CAD, prototype evaluation, lab testing, data analysis, troubleshooting, and documentation to turn engineering ideas into reliable hardware platforms.