How does the Google Jobs salary estimator aggregate its data, and why is there often such a large discrepancy between its estimates and actual recruiter outreach?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the Google Jobs salary estimator aggregate its data, and why is there often such a large discrepancy between its estimates and actual recruiter outreach?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Google Jobs salary estimates methodology salary data sources how salary estimates calculated Google ↗
Google for Jobs salary estimates salary range data job postings methodology Google ↗
- New tools to make your job search simpler · blog.google
- Google's Job Search Tool Now Has Salary, Location Info · fortune.com
- The hunt for competitive compensation data · wtwco.com
- Do Employers Comply with Pay Transparency Requirements in Job Postings? · libertystreeteconomics.newyorkfed.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Jobs salary estimates methodology salary data sources how salary estimates calculated OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google for Jobs salary estimates salary range data job postings methodology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |