You need to attach the prefix "prod_" to the name of your job in a Databricks workflow using bundles, you need to ensure that the name_prefix preset is correctly configured in your databricks.yml file.

targets:
  prod:
    mode: production
    presets:
      name_prefix: "prod_"  # prefix all resource names with prod_
      tags:
        prod: true

Does it work for you when you are in dev mode?