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Sep 22, 2020 at 22:19 comment added Erwan @Chris it looks like you just have simple categorical features now, I assume seniority is standardized right? If yes you don't need any text processing, you go directly to supervised classification. I like to recommend decision trees because it gives an interpretable answer, you can even look at the full decision tree and explain it to non-experts.
Sep 22, 2020 at 17:21 comment added Chris Thank you for your response. The prerequisites have now changed so that I have already classified job codes. I have updated the question. Would you now suggest another approach?
Sep 18, 2020 at 14:27 history answered Erwan CC BY-SA 4.0