11.53Interview scenario

15% of the job suddenly fails with INVALID_FIELD.

Don't retry.

Think:

schema deployment problem
wrong Salesforce environment
field renamed
permission/schema drift
bad release

A 15% sudden common error often indicates:

systemic failure

not 15% unrelated bad records.

You may want to abort to avoid more damage.