Extract Google Jobs results — job titles, listing snippets, and locations — as structured JSON for job-market intelligence, hiring-trend analysis, and recruitment sourcing workflows.
Structured output
Use Crawlora's Google Jobs API to collect public Google Jobs listings without maintaining your own parser, proxy routing, retries, or response normalization layer. The endpoint accepts a search payload and returns structured JSON that can power job-market dashboards, hiring-trend analysis, recruitment sourcing, and labor-market research.
Lead and research workflows
Crawlora helps teams record which roles and employers appear for a query and location in Google Jobs, and how hiring activity changes over time across markets.
Lead generation workflowsRequest schema
These parameters come from the active Search Google Jobs catalog entry.
| Parameter | Type | Required | Description | Example |
|---|
Example JSON
This example is rendered from the active endpoint catalog so the page stays aligned with Docs and Playground.
{
"code": 200,
"msg": "OK",
"data": {
"query": "software engineer",
"location": "San Francisco, CA",
"page": 1,
"results": [
{
"title": "Software Engineer",
"snippet": "Software Engineer · Example"
}
]
}
}Endpoint catalog
/google/jobsReturns normalized Google Jobs results parsed from public Google web responses.
MCP tool google_jobs
Managed execution
Crawlora wraps request handling, proxy-aware collection, response parsing, and documented error behavior behind a stable API surface for supported public Google Jobs responses.
Request logic for public Google Jobs responses
Proxy-aware collection and retry-aware execution where supported
Challenge-aware behavior for unusable upstream responses
Normalized JSON responses with Playground-tested examples
Credit-based usage tied to documented endpoint costs
Crawlora detects unusable upstream responses and returns documented errors instead of silently returning broken HTML.
Build or buy
Use this comparison to decide whether to maintain scraping infrastructure internally or call a managed endpoint.
| Requirement | Building internally | Crawlora |
|---|---|---|
| Proxy rotation | Buy, test, rotate, and monitor proxy pools. | Use managed proxy-aware collection where supported. |
| Parser maintenance | Maintain selectors as the Jobs layout changes. | Use parsers maintained behind the API. |
| Schema normalization | Design and version your own response model. | Receive documented JSON fields from the catalog. |
| Retries and error classification | Classify challenges, empty pages, and upstream failures yourself. | Receive documented errors for unusable upstream responses. |
| Endpoint docs | Write and maintain internal API documentation. | Use generated Docs pages from the active endpoint catalog. |
| Playground testing | Build a test console for developers. | Test the same endpoint in Playground before shipping. |
| Usage billing | Create your own metering and limits. | Use credit-based usage and plan limits. |
Crawlora is not the official Google for Jobs or Google Cloud Talent Solution API and is not affiliated with Google. Crawlora provides structured public web data extraction endpoints for supported Google Jobs responses. Data may be delayed, normalized, or change when upstream pages change. Customers are responsible for ensuring their use complies with applicable laws, third-party rights, platform terms, and Crawlora terms.
Related APIs
Connect this endpoint with adjacent Crawlora search, monitoring, docs, and pricing pages.
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OpenPair hiring signals with search-demand and trend data.
OpenEnrich employer research with public LinkedIn company data.
OpenTurn public listings into structured sourcing and outreach data.
OpenEnrich employers and roles with structured company signals.
OpenFold hiring activity into labor-market and competitor research.
OpenReview plans, credits, limits, and usage options.
OpenBrowse the full active endpoint catalog.
OpenHow to scrape Google Jobs
Crawlora's /google/jobs endpoint is a POST that takes a search option (query plus location and locale fields) and returns Google Jobs listings parsed from public Google responses as normalized JSON: job title, employer, location, listing snippet and source where Google exposes them. It is a listings feed, not an applicant-tracking integration, so it suits hiring-trend analysis and sourcing rather than applying.
POST /google/jobs with the option object: a query such as "data engineer" and a location such as "Austin, TX", plus country and language for the Google edition you want. The response is the Jobs results list as rows.
Each row carries title, employer, location and the listing snippet Google shows, plus the source or apply link where present. Store them with the query and a fetched-at timestamp so posting volume per role per city becomes a time series.
Re-run each query on a cadence and diff by listing identity (title plus employer plus location is a practical key). New rows are new postings; rows that disappear are filled or withdrawn.
For ATS-level detail (board discovery, full descriptions, company-level hiring signals) pair this endpoint with Crawlora's Jobs dataset and the company career-board endpoints, which read the source boards directly rather than Google's aggregate.
FAQ
Answers for developers evaluating Crawlora for supported public search result pages.
Yes. Crawlora provides a Google Jobs endpoint that accepts a search payload and returns normalized JSON parsed from public Google Jobs responses through a documented API route.
The endpoint accepts a JSON search payload with a query, a location, and a page for pagination. The response echoes the query and location and includes the parsed job results.
The catalog example includes the query, location, page, and a list of results with job titles and listing snippets.
Yes. Teams use it to track hiring demand by role and location, analyze labor-market and skills trends, and source roles for recruitment workflows. Pair it with the lead generation and company data enrichment use cases for sourcing pipelines.
No. Crawlora is not the official Google for Jobs or Cloud Talent Solution API and is not affiliated with Google. Crawlora provides structured public web data extraction endpoints for supported Google Jobs responses.
Crawlora detects unusable upstream responses and returns documented errors instead of silently returning broken HTML. Customers should handle errors, retries, and upstream availability changes in their integrations.
POST to Crawlora's /google/jobs endpoint with a query, location and locale in the option object. You get back the Google Jobs listings for that search as JSON rows with title, employer, location and snippet, parsed from public Google responses.
It returns what Google shows in the Jobs results list: title, employer, location, snippet and source link where available. For full descriptions and ATS fields, use the career-board endpoints in Crawlora's Jobs dataset.
Yes. Run the same query per location on a schedule, store one row per listing per run, and count new and disappeared listings between runs. The listing snippet and employer fields support grouping by company.
No. Google does not publish a public Jobs search API for third parties; this endpoint parses the public Google Jobs results and normalizes them. Use it for public data you are authorized to collect and respect Google's terms and rate limits.
Test /google/jobs in Playground, inspect the current response schema in Docs, and compare credit-based usage on the pricing page.