For some reason the fulfillment center offers low-quality slaves (poor health, hateful), sometimes without the correct type of background, for Teachers, Stewardesses, Farmers, and Madams. All the other request types seem to be producing slaves appropriate for the role, though I didn't test them very thoroughly.
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Per this image I created and updated a while back (before most of the facility reports were in JS):
There is no set of career's that provide exclusive benefit to a Concubine. On a relaed note the text and associated bonuses for entertainment >= 60, beauty > 95, devotion > 95, trust > 95 and Int > 15 seem to be missing from concubineText() within src/endWeek/masterSuiteReport.js.
@Pregmodder Something to note for future cleaning passes, from the bodyguard report (if it matters):
The Concubine bonuses shown in the image are not weekly bonuses from the master suite, they're the thresholds from the recurring PE Concubine Interview event. Very little actually affects the Concubine's weekly performance (since it's ultimately just serving you). You get weekly rep from her prestige, sex skill, and Beauty score...that's it (and they all scale uniformly, more-is-better, not thresholded).
I wasn't clear enough, sorry. It's not just that certain types of slaves don't have an appropriate career background. Teachers, Stewardesses, Farmers, and Madams from the fulfillment center have very low devotion and trust which makes them unusable for their intended role without breaking them in.
I only posted a screenshot of a Concubine for sale by way of comparison to show that it's just those four types of slaves which are being sold as hateful and afraid.