Public Company Hiring Data
Point-in-time hiring data for 7,900+ public-company security series on 64 exchanges: monthly, weekly and daily job-posting counts per security since January 2022, mapped through each company's listing history, with vintages that never restate the past. Built for systematic and fundamental investors.
Point in time throughout: the vintage files keep every series as it was known on its build date.
Key Highlights
- Gross and unique postings per security per month, with a like-for-like index and a partial-month flag
- Weekly and daily series, plus breakdowns by seniority, occupation group, state and work arrangement
- Listing history with validity windows, so a posting is credited to the security that was listed at the time
- Vintages: the series as it was known at each build, for backtests without lookahead
- Security identifiers by date span for joining to market data
Use Cases
- Nowcasting revenue and growth
- Hiring-momentum factors
- Event studies around hiring changes
- Sector labor trends
Sample FieldsView full schema
tickerSymbolstockExchangesnapshotMonthgrossPostingsuniquePostingsuniquePostingsLikeForLikeIndexisPartialMonthWhat You Receive
Delivered as separate files that join on one key, so you take only what you need. Catalog version 8.3.
| File | What it carries | Availability |
|---|---|---|
ticker_hiring_activity | Gross and unique postings per security per month, like-for-like index, partial-month flag | Standard |
ticker_hiring_activity_weekly | The same series per week | Standard |
ticker_hiring_daily | The same series per day | Standard |
ticker_hiring_activity_breakdown | Monthly counts by seniority, occupation group, state and work arrangement | Standard |
company_ticker_history | Company to listing windows with validity dates and match confidence | Standard |
ticker_identifiers | Security identifiers by date span | Standard |
ticker_hiring_activity_vintages | The series as known at each build | Opt-in |
Delivery
Cadence: Monthly, point in time (weekly and daily series available)
Relevant Solutions
Labor Market Data for Investment Professionals
Hiring velocity as an economic leading indicator with SOC-level granularity
Job Market Data for Competitive Intelligence
Competitor hiring patterns, skills trends, and geographic expansion signals
Job Market Data for Consulting Firms
Project-ready labor market data with no annual contract required.
More Datasets
Job postings, company, Google Maps and public-company files share one company key; salary and skills join on occupation and job title.
Job Postings Data
1B+ job postings from Indeed, LinkedIn and 200,000+ employer career portals, enriched with 100+ fields
Healthcare Job Postings Data
132M+ clinical postings with facility type, patient population, caseload, credentialing and compliance detail
Company Data
29M company profiles with firmographics, NAICS codes and monthly hiring activity
Google Maps Business Data
200M+ business locations in 243 countries with categories, ratings, hours and coordinates
Salary Benchmark Data
43K+ salary benchmarks by occupation, for every US state and nationally, with percentile ranges and 95% confidence intervals
Job Skills Data
Skill demand by job title and month: 36K skills across 70K job titles
Frequently Asked Questions
Common questions about the Public Company Hiring Data dataset.
- How many public companies are covered?
- 7,900+ security series on 7,750 ticker symbols across 64 exchanges, monthly since January 2022.
- Is the data point in time?
- Yes. Postings are credited through each company's listing history, and the vintage files keep every series as it was known on its build date, so past values are never restated.
- What grains are available?
- Monthly, weekly and daily series per security, plus monthly breakdowns by seniority, occupation group, state and work arrangement.
- How is it delivered?
- Monthly, point in time. Parquet by default, CSV on request, delivered to Amazon S3, Google Cloud Storage, Azure Blob Storage, Google Drive or SFTP. Every product carries a catalog version (currently 8.3), so a delivered schema never changes without notice. Request a sample to evaluate the files before you buy.