Gain a Competitive Edge with Real-Time Jobs Data from Publicly Traded Companies
Aspen Tech Labs provides real-time jobs data from over 400K+ company career sites globally, including publicly traded companies, to help financial institutions and hedge funds make informed, strategic decisions. Our daily tracking of employment trends delivers actionable insights into market sentiment, industry performance, and competitive positioning.
Data-Driven Insights
Our proprietary signals detect workforce shifts weeks before public announcements.
Tesla Mass Layoffs Detected Before Public Announcement
Our data flagged a -98% drop in Tesla job postings starting April 21, 2024. Reuters reported the mass layoffs on April 23 — our clients had a 2-day head start.
Signal Lead Time
2 days
Posting Drop
-98%
Layoffs Announced
6,000+
Tesla (TSLA) — Job Postings
Daily active postings · Jan 2024 – Mar 2025
What We Offer
Daily Job Count
- 3,600+ US companies covered
- 600 EuroStoxx companies
- Raw job postings data
Daily Job Count
Delivery Before Trading Session
Data ready before market open
3,600+ Companies
All main US indices covered
Excellent Quality
Analyst-reviewed data
Raw Jobs Data
Full job posting records
Daily Job Count Dynamics
Job Openings — 12-Month Sample
Intraday Job Count
5 Data Points a Day
Snapshots each trading session
2,000+ Companies
All main US indices
Excellent Quality
Analyst-reviewed data
Intraday Snapshot Dynamics
Job Openings — 5-Day Sample
Delivery Options
AWS S3
Automated delivery to your S3 bucket with configurable schedules and partitioning.
SFTP
Secure file transfer to your dedicated SFTP endpoint with encryption at rest and in transit.
API
RESTful API access with token-based authentication, pagination, and flexible query parameters.
Custom
Bespoke schemas, cadence, entity mapping, or white-label data products built to your research scope.
Custom Data Request
Job Data
Tailored job posting datasets by company, sector, geography, or seniority level.
People Data
Workforce analytics, headcount trends, and employee movement signals.
Market Data
Custom aggregations across indices, sectors, and geographies.