COSMOS
The world's most complete job postings dataset, updated every day
Explore the universe of job postings
Revelio Labs COSMOS dataset is the only job posting dataset to source from 1 million plus company websites, all major job boards, and staffing firm job boards. It is the most complete job posting dataset on the market with over 5 billion plus current and historic job postings, covering 7 million plus companies. The unified job postings data is deduplicated, parsed, and enriched to provide a clear understanding across a variety of use cases:
Talk to an Expert- Predicting company performance
- Competitive analysis
- Talent analytics
- Talent sourcing
Never before seen enrichments
COSMOS Job Postings is one of the core datasets in the Revelio Labs suite, together with workforce dynamics, sentiment, and layoff notices, designed to give you a deeper understanding of the labor market. Each posting is mapped to occupation, seniority, geography, and other attributes, enriched with exclusive variables (sample file):
Talk to an Expert- Expected hires per posting
- Salary and benefits
- Activities performed
- Skills required
- Suitability of job to remote work
- Tags for contract work, internships, etc.
Light speed updates
COSMOS uses the latest technology to automatically identify and collect job postings from company websites, without human intervention. The process is extremely robust to website changes, allowing for support of an enormous number of companies. When changes inevitably occur, they are detected and corrected in real time, ensuring customers receive continuous, reliable data and a clear view of workforce trends.
COSMOS vs Competitors: data comparison
A side-by-side feature list comparing all the data points and metrics.
COSMOS
Source from over 1M+ company websites, major aggregators, staffing firms
5B current and historical job postings
7M companies
195 countries
Minimal restatements
Down times from company website changes remediated within hours
Dynamic deduplication model
Posting text is fully parsed: qualifications, skills, responsibilities, company information, etc.
Expected Hires: All postings are weighted based on expected hires
Competitors
Source from no more than 120K sources
No more than 1B current and historical job postings
No more than 3.5M companies
150 countries - translated in 9 languages
Frequent restatements
Down times from company website changes can last weeks
Rigid deduplication formula
Only high-level metadata is parsed: job title, location, etc
No acknowledgement that not all postings lead to hires and that there are some postings that represent many openings
Fully Mapped
Companies: Using various company entity identifiers, we map each publicly reported position at a company to a Revelio Labs Company ID (RCID) – an ID in our proprietary company universe. Each subsidiary company has its own RCID that is tied to its parent company's RCID. Also map to: Suite of taxonomies: Our taxonomies take billions of unique job titles, descriptions, skills, and activities seen in public workforce data to create a universal job architecture, enabling comparisons across companies.
Talk to an Expert- Company identifiers (CUSIP, ISIN, SEDOL, Ticker, GVKEY, etc)
- Industries (NAICS, SIC, GICS, etc)
Data Consumption
Like all of our products, our data can be accessed in a variety of ways to better understand the workforce:
Talk to an Expert- Data feeds
- API
- Dashboard
- Reports
Try Revelio Labs
Start understanding the world's workforce.