Working with job data · 2026-07-29
Normalising job titles: the problem nobody has solved well
Titles are marketing, not taxonomy. Every approach to grouping them trades one kind of error for another.
Writing
Posts tagged “titles”
Everything we have written about titles: what the data shows, where the common readings go wrong, and what we can and cannot measure.
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