What is intentionally filtered out of the public template
Source data is not always clean. A shared job page should never expose raw taxonomy leftovers, duplicate labels, contradictory categories, mixed-language keyword stacks, debug-like headings, or unrelated extracted terms that make the listing feel broken. When the page cannot present a value safely and naturally, the better choice is to normalize it carefully or leave it out.
This matters for usability as much as SEO. Job seekers should not have to interpret machine-like text or guess whether a label is trustworthy. A shared publisher-style template works best when it fails closed on messy data and keeps the page readable even when a source is imperfect.