This session will show what makes big data and big computing facilities different from traditional containerized environments and why that hinders container adoption. After highlighting the problems Christian will discuss how the lack of easy data and hardware access can be overcome and how the delicacies of kernel and user-land drivers are addressable using the OCI image specification and CI/CD showcasing tensorflow workloads.