Data Sources

Primary Sources

Public Job Postings

• Job board listings
• Company career pages
• Recruitment platform data

Compensation Data

• Salary reporting sites
• Industry benchmarks
• Public disclosures

Business Records

• Corporate registrations
• Regulatory filings
• Industry associations

Aggregation Methods

• Pattern identification
• Statistical analysis
• Cross-reference verification

Update Frequency

• Job postings: Weekly
• Compensation data: Monthly
• Business records: Quarterly
• Risk scores: As data updates

Data Limitations

• Publicly available information only
• May not reflect recent changes
• Individual experiences vary
• Not comprehensive of all factors