Okay, job evaluation is the process of systematically determining the relative internal value of a job, so that's got to be the right answer. I'm confident in selecting A.
This seems like a straightforward problem that can be solved without machine learning expertise. I'd go with option D - using Amazon Comprehend's custom classification to train a model on the existing data and then integrate that into the application.
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