Yes, it is possible. The approach is to parameterise the warehouse_id at deploy time (not at run time) using Databricks Asset Bundles variables and per-target overrides.

https://docs.databricks.com/aws/en/dev-tools/bundles/variables

What to do (action points)

• Introduce a bundle variable for the warehouse id (for example warehouse_id).

• Reference that variable anywhere you currently hardcode the warehouse id in the job YAML (so the job definition resolves the correct ID during deployment).

• Set different values per environment/target (dev/test/prod) in your bundle configuration so each deployment writes the right warehouse id for that workspace/environment.

• In CI/CD, inject the variable value via pipeline/environment variables when deploying each target (instead of hardcoding it in the YAML).