Which job pages work best?
Public pages that expose Schema.org JobPosting JSON-LD provide the most complete and predictable output.
READY-TO-RUN WORKFLOW
Extract normalized vacancies from public career pages with Schema.org JobPosting data for hiring and labor-market research.
THE OUTCOME
Add public career or job-detail URLs.
Run a small sample to confirm the pages expose JobPosting data.
Export normalized vacancy rows to CSV, Excel, or JSON.
Combine the dataset with Hiring Signal Intelligence for company-level analysis.
STRUCTURED OUTPUT
COMMON QUESTIONS
Public pages that expose Schema.org JobPosting JSON-LD provide the most complete and predictable output.
The Actor is intentionally bounded. Supply the public pages you are authorized to collect and set a hard result cap.
Yes. The dataset can be passed to Signal Lab Hiring Signal Intelligence for aggregation and role clustering.
START WITH A BOUNDED SAMPLE