knowledge-worker-salaries

Global knowledge worker salary data with market value, sector, and geographic breakdowns. High confidence U.S. data, medium global confidence.

• Comprehensive global knowledge worker salary data
• Total market value calculations by region and sector
• Geographic and sector-based salary comparisons
• AI/ML skills premium (30-50%) over non-AI roles

• U.S. total compensation: $10-11 trillion (85% confidence)
• Global total compensation: $50-70 trillion (65% confidence)
• Sector-specific salary ranges (tech, finance, healthcare, etc.)
• Geographic salary variations (U.S., Europe, Asia-Pacific, etc.)
• AI/ML roles earn 30-50% premium over non-AI roles
• Includes wage, benefit, and equity compensation components
• Data from BLS, OECD, ILO, Dice, Glassdoor, McKinsey, etc.
• Methodology uses 10 parallel research agents

1. 1.Load full PAI context before using the skill
2. 2.Use for salary benchmarking and sector comparisons
3. 3.Reference total market value in economic analysis
4. 4.Apply to policy discussions on workforce compensation
5. 5.Query specific roles (e.g., software engineer, AI/ML engineer)
6. 6.Access data via read command to file