[alexwebb2]

All software engineers are (or can be) prompt engineers, at least to the level of trivial jobs like this. It's just an API call and a one-liner instruction. Odds are very good at most companies that they have someone on staff who can knock this out in short order. No specialized hiring required.

[otabdeveloper4]

> ..and validating the output?

You glossed over the meat of the question.

[alexwebb2]

Your validation approach doesn't really change based on the classification method (LLM vs NLP).

At that volume you're going to use automated tests with known correct answers + random sampling for human validation.