The role of Kubernetes Engineer at Graphcore focuses on enhancing the software infrastructure by developing and maintaining critical tools and services. Key responsibilities include managing Kubernetes infrastructure and cloud resources, thus playing a vital role in scaling Graphcore's AI hardware and software capabilities. Candidates should possess practical experience in Go programming, alongside familiarity with Kubernetes and Terraform.