refactor slurm_job_id

[AndresAlgaba]

What does this PR do?

Fixes #10615

Does your PR introduce any breaking changes? If yes, please list them.

None

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[awaelchli]

Good start! thanks for working on it :)

[tchaton]

LGTM !