We have tech previewd Job set as an operator in OCP as of Nov 2025 . This feature is to GA it now

https://issues.redhat.com/browse/OCPSTRAT-1741 

Feature Summary:
The JobSet controller, part of the Kubernetes SIGs, enables the orchestration of multiple Kubernetes Jobs as a cohesive, higher-level construct called a JobSet. Designed to manage complex workflows and multi-step batch processes, JobSet in OpenShift can simplify and enhance batch job execution by managing dependencies, sequencing, and parallelism across related Jobs.

Use Case:
OpenShift users often need to orchestrate workflows requiring multiple interdependent batch jobs. For instance, a machine learning pipeline might require data preprocessing, training, and validation stages, each as separate jobs. The JobSet controller allows users to define and manage these as one logical set with built-in error handling and retry mechanisms.

https://github.com/kubernetes-sigs/jobset