Most job boards have a data problem they've stopped noticing.
Employers paste job descriptions as free text. The platform stores it. Everyone moves on.
But that blob is doing damage quietly:
— Search returns bad matches because "Senior Engineer" and "Engineer, 5+ years" aren't the same string
— Resume matching is basically keyword guessing
— Salary data is buried in paragraph 3 or missing entirely
— Analytics on "what roles are we filling?" can't be trusted
Nobody complains about it because it's always been like this.
That doesn't mean it's fine. Every day you store unstructured JDs is a day that data is lost.
JD Intelligence parses raw job description text into 16 structured fields with one API call. $29/mo. 7-day free trial.