Global Jobs Search API — 2.5M+ Direct ATS Jobs

Search more than 2.5 million live jobs from 38 direct ATS sources and export normalized titles, companies, locations, salaries, skills, descriptions, work arrangements, and canonical apply URLs.

What you get from the Global Jobs Search API

Search a continuously maintained global jobs index instead of configuring individual company career pages. Combine keywords with company, title, country, city, source, posting date, salary, employment type, and remote-work filters, then export the matching jobs as JSON, CSV, Excel, XML, RSS, or HTML.

Results use one normalized schema across all 38 supported ATS sources. Each row preserves the direct application URL and includes source information, location normalization, role taxonomy, enrichment provenance, duplicate grouping, and full description text when requested.

Quick start

1. Enter a role, skill, company, or other search phrase in query.
2. Narrow the search with location, company, salary, date, employment type, or work-arrangement filters.
3. Keep descriptions disabled for compact discovery runs, or enable them for downstream analysis.
4. Set the result limit and click Start.
5. Export the dataset or connect it to a scheduled recruiting, sales, or market-intelligence workflow.

Global jobs output fields

Field	Description
job_key	Stable normalized job identifier
external_id	Identifier supplied by the originating hiring system, when available
title	Public job title
title_clean	Normalized job title
organization	Hiring company or organization
company_key	Normalized company identifier, when available
url	Canonical direct application URL
status	Current indexed job status
closed_at	Closure timestamp, when applicable
close_reason	Recorded reason for closure, when available
first_seen	First time the job was observed
last_seen	Most recent observation time
date_posted	Public posting date, when available
locations	Original public location labels
locations_derived	Structured city, country, country code, latitude, and longitude records
countries_derived	Normalized country names or codes
remote_derived	Whether the role is identified as remote, when available
work_arrangement_derived	Normalized remote, hybrid, on_site, or unknown arrangement
employment_type	Normalized employment types such as full-time, contract, or internship
language_derived	Detected job language, when available
experience_level_derived	Normalized experience level, when available
skills_derived	Skills extracted from the job posting
benefits_derived	Benefits extracted from the posting
department	Hiring department or team, when available
has_salary	Whether structured salary information is present
salary	Original public salary text, when available
salary_min_derived	Normalized minimum salary
salary_max_derived	Normalized maximum salary
salary_currency_derived	Normalized salary currency
salary_period_derived	Salary period such as year, month, or hour
salary_derived	Combined structured salary object, when available
taxonomy	Normalized role family, subfamily, and skill clusters
description_snippet	Compact job-description excerpt
description_text	Full job description when includeDescriptions is enabled
duplicate_group_id	Identifier linking duplicate representations of the same opening
enrichment_tier	Data-enrichment level applied to the record
enrichment_provenance	Source, confidence, and timestamp for derived fields
source	Originating ATS family
source_slug	Source board or tenant identifier
source_endpoint	Public source endpoint associated with the job
directory_verified_at	Most recent source-directory verification time

Optional fields remain absent or empty when the employer or source does not publish them.

Example global job output

{
  "job_key": "greenhouse:acme:4582197",
  "title": "Senior Data Engineer",
  "title_clean": "Senior Data Engineer",
  "organization": "Acme Analytics",
  "url": "https://boards.greenhouse.io/acme/jobs/4582197",
  "status": "open",
  "date_posted": "2026-07-14T09:30:00Z",
  "locations": ["London, United Kingdom"],
  "locations_derived": [
    {
      "city": "London",
      "country": "United Kingdom",
      "country_code": "GB",
      "lat": 51.5072,
      "lng": -0.1276
    }
  ],
  "countries_derived": ["GB"],
  "remote_derived": true,
  "work_arrangement_derived": "hybrid",
  "employment_type": ["FULL_TIME"],
  "skills_derived": ["Python", "SQL", "Airflow"],
  "has_salary": true,
  "salary_min_derived": 85000,
  "salary_max_derived": 105000,
  "salary_currency_derived": "GBP",
  "salary_period_derived": "year",
  "taxonomy": {
    "family": "engineering_technology",
    "subfamily": "data_engineering",
    "skill_clusters": ["data_platforms", "analytics_engineering"]
  },
  "description_snippet": "Build and operate reliable data products used across the company...",
  "source": "greenhouse"
}

Global Jobs Search API input parameters

Parameter	Required	Default	Description
query	No	data engineer	Role, skill, company, or free-text search. At least one search or filter is recommended.
title	No	—	Normalized job-title filter.
country	No	—	Country name or two-letter code such as US, GB, Germany, or India.
city	No	—	City filter.
company	No	—	Employer-name filter.
atsSource	No	—	ATS source such as workday, greenhouse, lever, ashby, or smartrecruiters.
postedSince	No	—	Earliest posting time in ISO format, such as 2026-07-01T00:00:00Z.
hasSalary	No	false	Set to true to return only jobs with structured salary data.
minimumSalary	No	—	Minimum structured salary value. Combine with location and currency-aware analysis.
employmentType	No	—	Employment type such as full_time, part_time, contract, or internship.
workArrangement	No	—	Work arrangement such as remote, hybrid, or on_site.
excludeDuplicates	No	true	Collapse the same opening found through multiple source URLs.
includeDescriptions	No	false	Include full description text instead of compact snippets only.
maxResults	No	25	Maximum jobs returned across the complete search, from 1 to 100,000.

Example input

{
  "query": "data engineer",
  "country": "GB",
  "city": "London",
  "postedSince": "2026-07-01T00:00:00Z",
  "hasSalary": true,
  "workArrangement": "hybrid",
  "excludeDuplicates": true,
  "includeDescriptions": true,
  "maxResults": 500
}

Global job data use cases

• Recruiters and staffing teams: Discover fresh openings by role, location, company, and employment type.
• Job boards and aggregators: Populate normalized listings with canonical application URLs from many ATS sources.
• Sales and market-intelligence teams: Identify companies hiring for relevant teams, skills, or locations.
• Workforce researchers: Analyze demand for roles, skills, compensation, and work arrangements across markets.
• Developers and AI teams: Build job alerts, matching systems, search products, analytics, and retrieval pipelines.

Global Jobs Search API limitations

• The index reflects publicly available employer postings and can lag a source between refreshes.
• Salary, skills, experience, benefits, and exact posting dates are unavailable when an employer does not publish enough information.
• minimumSalary compares normalized values; account for currency and salary period when combining multiple markets.
• Full descriptions increase dataset size and are only returned when includeDescriptions is enabled.
• Very broad searches can produce many valid matches. Use title, company, location, source, date, or work-arrangement filters for more targeted datasets.
• Canonical application URLs can expire after an employer closes or replaces a posting.

Compared to other ATS jobs scrapers

• Compared with bovi/greenhouse-lever-ashby-job-scraper, this Actor searches an existing index spanning 38 ATS sources instead of requiring users to supply company slugs across six supported systems.
• Compared with fantastic-jobs/jobs-scraper, this Actor is built for cross-company keyword and attribute search rather than collecting jobs from user-provided career-page URLs.
• Choose this Actor when discovery and normalized search across a large jobs index matter. Choose a career-page crawler when you need to target a specific company board that is not yet represented in the index.

Global Jobs Search API FAQ

Do I need to provide company career-site URLs?

No. Search the existing jobs index by keywords and filters. Use company or atsSource when you want to narrow the source set.

Can I return more than 1,000 jobs?

Yes. Set maxResults as high as 100,000. The Actor continues through available result pages and writes all accepted jobs to one dataset.

Can I search only remote jobs with salaries?

Yes. Set workArrangement to remote and hasSalary to true, then add role and location filters as needed.

Are application links direct?

The dataset preserves the canonical public application URL supplied by the originating ATS whenever available.

How do I get full job descriptions?

Set includeDescriptions to true. Otherwise, each result uses the compact description_snippet field to keep discovery datasets smaller.

Can I schedule new-job monitoring?

Yes. Combine postedSince with an Apify schedule, then send each dataset to a webhook, database, spreadsheet, Slack workflow, or another integration.

Related Thirdwatch Actors

• Career Sites Scraper — collect jobs from specific employer career pages
• LinkedIn Jobs Scraper — LinkedIn job search and detail data
• Indeed Jobs Scraper — Indeed listings, descriptions, salary, and remote fields

Explore more recruiting and labor-market data tools from Thirdwatch.

Last verified: 2026-07